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Author SHA1 Message Date
Matt PocockandClaude Opus 4.8 af6d6922c3 Drop Negative Space; keep Negation only
Negative Space read as clever but not actionable — "notice your
silences" is fuzzy legwork the agent can't reliably act on. Negation
stays: a checkable authoring failure with a positive-instruction cure.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-06 13:57:05 +01:00
Matt PocockandClaude Opus 4.8 30afefecc9 changeset for Negation and Negative Space failure modes
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-06 13:56:16 +01:00
Matt PocockandClaude Opus 4.8 0847bb31bc writing-great-skills: add Negation and Negative Space failure modes
Two adjacent Steering failure modes about how language you think of as
"off" still steers:

- Negation — a prohibition names the forbidden behaviour and makes it
  more available, not less (don't-think-of-an-elephant). Cure: prompt
  the positive.
- Negative Space — what you omit is delegated to the agent's priors,
  not left neutral. Cure: read a draft for what it's silent on and
  decide each omission deliberately.

Each carried as a full GLOSSARY entry plus a SKILL.md failure-mode
bullet, matching every other failure mode.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-06 13:54:46 +01:00
Matt PocockandGitHub 66f92b61f5 Merge pull request #456 from mattpocock/wayfinder-deferred-section
wayfinder: split the map catch-all into Not yet specified / Out of scope
2026-07-05 18:37:09 +01:00
Matt PocockandClaude Opus 4.8 97dca07b64 Duplication pass: collapse restated out-of-scope mechanics
- Out of scope section: drop embedded 'however sharply you can see it'
  duplicate; the 'Scope, not sharpness, lands it here' punchline carries
  the claim once.
- Work-through step 5: delegate close+one-line mechanics to the Out of
  scope section via the 'rule it out of scope' leading phrase instead of
  restating them.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-05 17:48:56 +01:00
Matt PocockandClaude Opus 4.8 7d34a8dc38 Split fog and out-of-scope into separate explanatory sections
QA follow-up: the Fog of war section was teaching both concepts, which
muddies the leading word — fog should point only *toward* the
destination. Now Fog of war teaches only the not-yet-specified bucket
(with the two-way fog-or-ticket sharpness test restored), and a new
Out of scope section owns the scope axis: beyond the destination,
closed not graduating, kept out of Decisions so far.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-05 17:44:13 +01:00
Matt PocockandClaude Opus 4.8 3ea01314c1 Rename the two buckets to plain map headings: Not yet specified / Out of scope
Following review: the map-body headings a cold reader sees should be
self-evident without having read the skill, so drop the metaphor from
the headings — `## Not yet specified` (in-scope, unripe) and
`## Out of scope` (beyond the destination). Keep **fog of war** as the
leading word: it still titles the explanatory section and drives the
"clears the fog" / "graduate the fog" behavior in the prose.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-05 17:35:50 +01:00
Matt PocockandClaude Opus 4.8 299eb0c017 Give wayfinder a distinct Deferred section for beyond-destination work
Fog is the undiscovered frontier *toward* the destination — in scope,
just not yet sharp — so it graduates into tickets as the frontier
advances. Work ruled out of *this* effort's scope was being parked in
Fog too, where it read as takeable frontier (an unblocked, unclaimed
ticket is indistinguishable from a live one).

Add a dedicated `## Deferred` section for beyond-the-destination work:
it never graduates (the frontier stops at the destination) and returns
only as a fresh effort if the destination is redrawn. The "Fog or
ticket?" test becomes "Fog, ticket, or deferred?", gated on scope as
well as sharpness, and both charting and working-the-map now defer a
mis-scoped ticket (close it, one line in Deferred) rather than leaving
it on the frontier or logging it in Decisions so far.

Builds on #455 (destination as the leading word / destination fixes
scope).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-05 15:08:48 +01:00
Matt PocockandGitHub 4691566bbb Merge pull request #455 from mattpocock/wayfinder-destination-purpose
Reframe wayfinder around "destination" as the leading word
2026-07-05 15:03:18 +01:00
Matt PocockandClaude Opus 4.8 913a105881 Split charting triage into two grilling steps: destination, then frontier
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-05 15:02:39 +01:00
Matt PocockandClaude Opus 4.8 c808f64f92 Make triage step 1 breadth-first: fix scope, then find the frontier
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-05 15:00:34 +01:00
Matt PocockandClaude Opus 4.8 53c6219cd2 Reframe wayfinder around "destination" as the leading word
Wayfinding finds the way to a destination rather than building it. The
destination varies per effort and is named first, since it shapes every
ticket. Adds a Destination map-body field, makes it triage step 1, and
unifies the stray "goal" mentions onto "destination".

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-05 14:57:57 +01:00
Matt PocockandGitHub 272f99b225 Merge pull request #436 from mattpocock/wayfinder-assign-to-claim
wayfinder: claim by assigning the ticket, not a label
2026-07-03 11:37:11 +01:00
Matt PocockandClaude Opus 4.8 6f9e9956fd wayfinder: claim by assigning the ticket, not a label
A session now claims a ticket by assigning it to the dev driving the
map, rather than setting a `wayfinder:claimed` label. The assignee is
the claim; an open, unassigned ticket is unclaimed. Reads more naturally
in the tracker's own UI and frees the label vocabulary to
`wayfinder:<type>` alone.

Updates the GitHub and GitLab tracker-operations docs to the assignee
mechanism (`--add-assignee @me` / `--assignee @me`). The local-markdown
tracker keeps its `Status: claimed` line — a file store has no assignee.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-03 11:34:42 +01:00
Matt PocockandGitHub efa058a349 Merge pull request #435 from mattpocock/wayfinder-native-blocking-rationale
wayfinder: prefer native blocking, and say why
2026-07-03 10:44:51 +01:00
Matt PocockandClaude Opus 4.8 8c2a4c554a wayfinder: tighten blocking rule, update GH/GL templates
Concision pass on the blocking rule (fold the "wherever the tracker has
one" clause into the fallback sentence; drop restatements). Bring the
GitHub and GitLab issue-tracker templates up to the same standard: the
GitHub template now carries the native issue-dependencies recipe and
frontier query; the GitLab template names the native /blocked_by link
(Premium/Ultimate) with the body-convention fallback.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-03 10:42:56 +01:00
Matt PocockandClaude Opus 4.8 b289481499 wayfinder: prefer native blocking, and say why
The blocking rule now leads with the tracker's native dependency
relationship and encodes the rationale: native rendering makes the
frontier visible in the tracker's own UI, so the human sees what's
takeable without opening the map. Notes the body-convention fallback
for trackers that lack native blocking (GitHub has it; GitLab only on
paid tiers).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-03 10:39:04 +01:00
Matt PocockandGitHub e9dea692fd Merge pull request #434 from mattpocock/fix/tdd-code-review-reference
docs: fix tdd skill reference to code-review skill
2026-07-03 10:02:26 +01:00
Matt PocockandClaude Opus 4.8 bd453a6742 docs: fix tdd skill reference to code-review skill
The tdd skill pointed at a `review` skill that no longer exists; the
review skill is now named `code-review`. Update the reference.

Fixes #432

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-03 09:53:34 +01:00
Matt PocockandGitHub aed86f6b35 Merge pull request #433 from mattpocock/grilling-gate-and-leading-word
grilling: add confirmation gate and grill leading word
2026-07-03 09:49:36 +01:00
Matt PocockandClaude Opus 4.8 e1c025eaee Add minor changeset for grilling gate and leading word
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-03 09:48:46 +01:00
Matt PocockandClaude Opus 4.8 0e9a072792 grilling: add confirmation gate and grill leading word
Add a hard stop so the agent won't enact the plan until the user
confirms shared understanding is reached. Recruit the pretrained
"grill" leading word in the description, and re-sync the docs page
with the new gate behaviour.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-03 09:47:48 +01:00
Matt PocockandGitHub 1445797da5 Merge pull request #428 from mattpocock/wayfinder-plan-big-work
wayfinder: reframe description around planning big work
2026-07-02 14:29:34 +01:00
Matt PocockandClaude Opus 4.8 8cc3328633 wayfinder: reframe description around planning big work
The description does the skill's invocation work, so lead with the trigger
that actually reaches for Wayfinder — a huge chunk of work, more than one
agent session can hold — instead of the softer "chart a route through a
foggy problem". Skill body and fog-of-war mechanic unchanged.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 14:28:49 +01:00
Matt PocockandGitHub 5f45f2e35a Merge pull request #409 from mattpocock/research-skill
Add the research skill
2026-07-02 14:06:32 +01:00
Matt PocockandGitHub 728826c9d2 Merge pull request #425 from mattpocock/wayfinder-remove-handoff
wayfinder: remove the Handoff ceremony
2026-07-02 13:49:30 +01:00
Matt PocockandClaude Opus 4.8 1f16ea9499 wayfinder: remove the Handoff ceremony
Every session ended with a Handoff that queried the frontier and emitted
per-ticket copy-paste commands — real token cost each session. Cut it
entirely and let the natural flow carry continuation: the next
/wayfinder session already loads the map and picks the next frontier
ticket, so nothing is lost, just deferred to re-invocation.

Reconciles the references left behind: the one-ticket-per-session rule
and "charting is one session's work" constraint survive as plain lines;
the Refer-by-name paragraph drops its Handoff mentions.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 13:48:13 +01:00
Matt PocockandGitHub a83f22b60f Merge pull request #421 from mattpocock/add-claude-handoff-skill
Add claude-handoff skill (in-progress)
2026-07-02 11:33:48 +01:00
Matt PocockandClaude Opus 4.8 b25e2b3787 claude-handoff: add to in-progress README index
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 11:32:04 +01:00
Matt PocockandGitHub e0d0d84274 Merge pull request #422 from mattpocock/wayfinder-refer-by-name
wayfinder: refer to maps and tickets by name, not id
2026-07-02 11:31:36 +01:00
Matt PocockandClaude Opus 4.8 a12cca62fa wayfinder: use placeholders in Handoff example, drop no-op
Cut the "(trailing name orients you; it's ignored on paste)" gloss —
a # comment is self-evident. Replace the arbitrary "Briefing pipeline"
map name and specific ticket names with <map name>/<ticket name>
placeholders, consistent with the surrounding <map-url>/<issue-url>
style so nothing reads as a real referent.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 11:28:42 +01:00
Matt PocockandClaude Opus 4.8 5a7ee93f01 claude-handoff: say handoff summary, not document
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 11:26:55 +01:00
Matt PocockandClaude Opus 4.8 eb63f6e92c wayfinder: dedup identity claim in Refer-by-name
"id stays the identity" duplicated the Tickets section's "issue id is
its identity" — single source of truth belongs there (co-located with
the wiring/blocking mechanics that depend on ids). Reword to state the
pasteable-handle exception (link target, Handoff URL) without
re-defining identity. Trim redundant rationale wording.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 11:26:41 +01:00
Matt PocockandClaude Opus 4.8 8347a41614 claude-handoff: require descriptive --name
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 11:25:18 +01:00
Matt PocockandClaude Opus 4.8 8f3401d1a1 claude-handoff: reuse original handoff wording
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 11:24:51 +01:00
Matt PocockandClaude Opus 4.8 ee014fa8b1 wayfinder: refer to maps and tickets by name, not id
Add a "Refer by name" convention so Wayfinder surfaces maps and
tickets by their human-friendly title in everything the human reads
(narration, Decisions-so-far, Handoff) rather than bare ids, numbers,
or slugs — a wall of #42, #43, #44 is illegible; names read at a
glance. The id/URL stays the identity and pasteable handle, riding
inside the name's link.

Update the Handoff example to demonstrate it: name the map in the
header and annotate each parallel command with its ticket name.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 11:23:55 +01:00
Matt PocockandClaude Opus 4.8 f8d12710f7 Add claude-handoff skill (in-progress)
User-invoked skill mirroring handoff, but hands the conversation summary
to a fresh background agent via `claude --bg` instead of saving a
markdown document.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 11:22:35 +01:00
Matt Pocock a5c124ef9c Made wayfinder model-invocable 2026-07-02 11:01:48 +01:00
Matt PocockandGitHub c6b033e93a Merge pull request #420 from mattpocock/wayfinder-branch-terminology
fix(wayfinder): rename "Two branches" to "Two modes"
2026-07-02 09:57:03 +01:00
Matt PocockandClaude Opus 4.8 cb51924fbe fix(wayfinder): rename "Two branches" to "Two modes"
The word "branch" in the Invocation section primes git-aware agents
(Sonnet, GPT-5.5) to create git branches when running the skill,
littering established environments with per-session branches that then
have to be merged. Nothing here refers to git — the two "branches" are
the two invocation modes (chart the map / work through it). Rename to
"modes" to remove the false cue.

Fixes #418

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:51:01 +01:00
Matt PocockandGitHub ab6ef44652 Merge pull request #419 from mattpocock/wayfinder-map-is-index
refactor(wayfinder): make the map an index, not a store
2026-07-02 09:47:36 +01:00
Matt PocockandClaude Opus 4.8 927293589b refactor(wayfinder): make the map an index, not a store
State the no-duplication contract up front with a leading word: the map
indexes decisions and points at the tickets that hold them; a decision
lives in exactly one place — its ticket — so the map only gists and links.

Also close a fog-vs-ticket duplication: graduating fog into a ticket now
clears the graduated patch from the Fog.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:45:58 +01:00
Matt PocockandGitHub 7687025249 Merge pull request #413 from mattpocock/wayfinder-collaborative-tracker
feat(wayfinder): make the map collaborative via the issue tracker
2026-07-02 09:39:26 +01:00
Matt PocockandClaude Opus 4.8 2ba3bd848f refactor(wayfinder): fog-vs-ticket test as a list
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-02 09:38:48 +01:00
Matt PocockandClaude Opus 4.8 198efb1958 refactor(wayfinder): clarify fog-vs-ticket boundary
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-02 09:36:40 +01:00
Matt PocockandClaude Opus 4.8 039820a47d refactor(wayfinder): loosen fog length, dedup fog guidance
Drop the "one-liner" constraint — fog entries can be as loose or full as
the view allows. Point the map template's Fog comment at the Fog-of-war
section instead of restating it, and remove the duplicated "not a ticket"
now that the keep-out clause covers it.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:32:17 +01:00
Matt PocockandClaude Opus 4.8 d49cd08a11 docs(wayfinder): spell out what goes in the map's Fog section
The Fog-of-war section explained the loop but not the content. Add
explicit inclusion/exclusion guidance: dim decisions/investigations
coming but not yet specifiable, as rough one-liners — not what's already
decided (Decisions so far) or actionable now (a ticket).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:30:26 +01:00
Matt PocockandClaude Opus 4.8 46be3d60a0 feat(wayfinder): add explicit map and ticket body templates
Show the map body (Notes / Decisions so far / Fog) and the ticket body
(Question) as literal markdown templates instead of describing them in
prose, so a charting session reproduces the same shape every run. The
template carries the structure; surrounding prose trimmed to avoid
restating the zone list.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:27:46 +01:00
Matt PocockandClaude Opus 4.8 e2d606b9fc refactor(wayfinder): aggressive duplication pass
Single-source the frontier and fog definitions. The Tickets section owns
"frontier"; Fog-of-war owns the loop and terminal condition. Remove the
frontier re-definition and fog-nature restatement from Fog-of-war, the
duplicated frontier criteria from the work sequence, the repeated "way to
the goal is clear" from the intro, the "low resolution" restatement, and
the clear-context prose that its own example already shows.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:22:47 +01:00
Matt PocockandClaude Opus 4.8 1e5074a1e2 refactor(wayfinder): pruning pass — cut no-ops and duplication
Drop the "shared artifact, not a private file" sentence and the "one URL
the whole team reads" restatement (no-ops the agent obeys by default).
Fold Chart step 4 into step 3 — "don't chart what you can't see" already
lives in the Fog of war section (single source of truth).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-02 09:18:54 +01:00
Matt PocockandClaude Opus 4.8 5c3c49df1a feat(wayfinder): make the map collaborative via the issue tracker
Move the map off a local Markdown file and onto the repo's configured
issue tracker. The map is a single wayfinder:map issue whose tickets are
its child issues — one shared URL the team can watch and comment on.

Blocking, claiming (wayfinder:claimed), and the frontier query use native
tracker semantics; a session loads the map at low resolution (Notes +
per-closed-ticket context pointers + Fog prose) and zooms into tickets on
demand. Per-tracker mechanics live behind the docs/agents/issue-tracker.md
pointer, so setup-matt-pocock-skills seeds a "Wayfinding operations"
section for GitHub, GitLab, and local-markdown; absent that doc, Wayfinder
defaults to local-markdown.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-01 20:28:48 +01:00
Matt PocockandGitHub 7a83a3a682 Merge pull request #412 from mattpocock/rename-decision-mapping-to-wayfinding
Rename decision-mapping skill to wayfinder
2026-07-01 19:51:33 +01:00
Matt PocockandClaude Opus 4.8 de7f02e2b1 refactor(wayfinder): neutralize intro, drop persona framing
Remove the "You are the Wayfinder" second-person persona from the intro,
description, and README so the agent doesn't adopt a persona. Keep the
leading-word frame (chart / fog / frontier / map); wayfinder stays only as
the skill/invocation name.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-01 19:51:05 +01:00
Matt PocockandClaude Opus 4.8 01f0b7e11a refactor(wayfinder): invoke as /wayfinder, not /wayfinding
The persona is the Wayfinder; the invocation should match. Rename the
folder and skill name to wayfinder and update the invocation examples,
README link, and changeset. "wayfinding" stays only as the activity noun.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-01 19:48:33 +01:00
Matt PocockandClaude Opus 4.8 4027ea6afd refactor(decision-mapping): rename to wayfinding
Reframe the planning skill around the Wayfinder persona — chart a route
through a foggy problem, resolving tickets one at a time until the way to
the goal is clear. "Decision map" was jargony and inaccurate (only 1 of 4
ticket types is a decision).

Rename the folder and skill name, rewrite the description and framing, and
prune: unify node->ticket, bind "frontier" to the unblocked set, drop the
duplicated "one question at a time" (owned by /grilling), trim intro no-ops.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-01 19:47:01 +01:00
Matt PocockandClaude Opus 4.8 0d74d01cbc feat: add the research skill
A small, model-invoked skill that spins up a background agent to
investigate a question against high-trust primary sources, then leaves a
single cited Markdown file wherever the repo keeps such notes.

Wires it into the plugin set, both READMEs (Model-invoked), a docs page,
and the ask-matt router, per the repo's promoted-skill conventions.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-01 16:32:15 +01:00
33 changed files with 312 additions and 290 deletions
@@ -0,0 +1,5 @@
---
"mattpocock-skills": minor
---
Add a confirmation gate to **`grilling`**: the agent won't enact the plan until you confirm the shared understanding has been reached, turning the skill's existing "shared understanding" completion criterion into an explicit stop-gate. The `description` also recruits the pretrained **`grill`** leading word ("Grill the user relentlessly") to sharpen invocation, and the docs page is re-synced with the new gate behaviour.
+5
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---
"mattpocock-skills": minor
---
Add two adjacent Steering failure modes to **`writing-great-skills`**, both about how language you think of as "off" still steers the agent. **Negation** — the _elephant_ — is steering by prohibition: naming what _not_ to do drags the forbidden behaviour into context and makes it _more_ available, not less (_don't think of an elephant_), so the cure is to prompt the **positive**. **Negative Space** — the void — is blindness to the steering done by what you leave _out_: every decision a skill declines is delegated to the agent's priors rather than left neutral, so the cure is to read a draft for its silences and decide each omission deliberately (fill it, or leave it open as a real **branch**). Kept as two entries, not one — they carry different diagnostics and different cures — each a full `GLOSSARY.md` entry plus a `SKILL.md` failure-mode bullet, matching how every other failure mode is carried.
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@@ -0,0 +1,5 @@
---
"mattpocock-skills": minor
---
Add the **`research`** skill — a small, model-invoked skill that spins up a **background agent** to investigate a question against **primary sources** (official docs, source code, specs, first-party APIs), then leaves a single cited Markdown file wherever the repo keeps such notes. It's delegable reading legwork: you keep working while it reads, and get back a document to grill, plan, or design against. Listed in the top-level and Engineering READMEs (Model-invoked), added to `.claude-plugin/plugin.json`, given a docs page at `docs/engineering/research.md`, and routed as a Standalone in `ask-matt`.
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@@ -1,5 +0,0 @@
---
"mattpocock-skills": minor
---
Add a new user-invoked **`to-plan`** skill to the `engineering/` bucket — the sequential, HITL sibling of **`to-issues`**. Both slice work into tracer-bullet vertical slices, but where `to-issues` produces independently-grabbable issues for parallel agents, `to-plan` produces one ordered sequence you drive by hand, one phase per fresh context. It publishes to the tracker `/setup-matt-pocock-skills` configured, shaped to it: a single sequential `plan.md` for a local tracker, or a parent issue with ordered sub-issues (native sub-issues where the platform supports them) for a real one. The `to-*` fork in `ask-matt`'s main flow now offers both, and there's a human-facing docs page at `docs/engineering/to-plan.md`.
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---
"mattpocock-skills": minor
---
Change **`wayfinder`**'s claim mechanism from a label to an assignee.
A session now **claims** a ticket by assigning it to the dev driving the map, rather than setting a `wayfinder:claimed` label. The assignee _is_ the claim — an open, unassigned ticket is unclaimed — which reads more naturally in GitHub's own UI and frees the label vocabulary to `wayfinder:<type>` alone. The *claim* leading word and its "first, before any work" rationale are unchanged; only the physical expression moved.
@@ -0,0 +1,9 @@
---
"mattpocock-skills": minor
---
Make **`wayfinder`** collaborative by moving the map off a local Markdown file and onto the repo's issue tracker.
The map is now a single `wayfinder:map` issue whose tickets are its child issues — one shared URL the whole team can watch and comment on. Blocking, claiming (`wayfinder:claimed`), and the frontier query all use native tracker semantics, so a session loads the map at low resolution (Notes + one context pointer per closed ticket + Fog prose) and zooms into individual tickets on demand, instead of loading the whole map every time.
Wayfinder stays tracker-agnostic: the per-tracker mechanics live behind a pointer in `docs/agents/issue-tracker.md`, so `setup-matt-pocock-skills` now seeds a "Wayfinding operations" section for GitHub, GitLab, and local-markdown. Absent that doc, Wayfinder defaults to local-markdown.
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@@ -0,0 +1,11 @@
---
"mattpocock-skills": minor
---
Give **`wayfinder`** a first-class notion of **out of scope**, separate from fog.
Fog and out-of-scope were conflated under one `## Fog` map section, gated by different things: fog by *knowledge* (can't specify it yet — in scope, unripe, graduates as the frontier advances), out-of-scope by *scope* (beyond the destination — never graduates). Cramming both under "Fog" made out-of-scope work read as takeable frontier (an unblocked, unclaimed item is indistinguishable from a live ticket).
Now the map body has two plainly-named sections — **`## Not yet specified`** and **`## Out of scope`** — and the skill's prose splits to match: the **Fog of war** section teaches only the not-yet-specified bucket and keeps the two-way *fog-or-ticket* sharpness test, while a new **Out of scope** section owns the scope axis (beyond the destination, closed not graduating, returns only as a fresh effort if the destination is redrawn). Charting and working-the-map now rule a beyond-destination ticket out of scope — close it, one line in *Out of scope* — rather than leaving it on the frontier or logging it in *Decisions so far*.
The **fog of war** leading word is retained: it names the concept and drives the graduate-the-fog behavior in the prose; only the human-facing map headings go to plain language.
@@ -0,0 +1,7 @@
---
"mattpocock-skills": minor
---
Sharpen **`wayfinder`**'s top-level purpose around **destination** as the leading word: wayfinding finds the *way* to a destination, it doesn't charge at building it.
The opening now states that the destination varies per effort — a spec to hand off and iterate, a decision to lock before planning, or a change made in place like a data-structure migration — and that naming it is the first act of charting, because it shapes every ticket. The map body gains a `## Destination` field that every session orients to before choosing a ticket, and triage's first step now pins the destination before any ticket exists. The stray `goal` mentions in the description and Fog section are unified onto `destination`.
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@@ -0,0 +1,7 @@
---
"mattpocock-skills": minor
---
Make **`wayfinder`**'s no-duplication contract explicit: the map is an **index**, not a store.
Adopting "index" as the leading word for the map's role fixes two duplication risks. The map now states up front that a decision lives in exactly one place — its ticket — so it only ever gists and links, never restates the answer (previously this rule was implied inside an HTML comment in the map-body template). And graduating fog into a ticket now clears the graduated patch from the Fog, so a suspected question can't linger in both places at once.
@@ -0,0 +1,7 @@
---
"mattpocock-skills": patch
---
Sharpen Wayfinder's blocking rule to prefer the tracker's native dependency relationship, and update the GitHub and GitLab issue-tracker templates to match.
Native blocking is essential rather than cosmetic: it renders the frontier visually in the tracker's own UI, so the human sees what's takeable at a glance without opening the map. `wayfinder`'s SKILL.md now states that preference and rationale; the GitHub template spells out the native issue-dependencies recipe (`gh api .../dependencies/blocked_by`, frontier query on `issue_dependencies_summary.blocked_by`), and the GitLab template names the native `/blocked_by` blocking link (Premium/Ultimate) with the body-convention fallback. Both keep the body fallback for trackers that lack native blocking.
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@@ -0,0 +1,7 @@
---
"mattpocock-skills": minor
---
Reframe **`wayfinder`**'s description around the work it's for: planning a huge chunk of work, more than one agent session can hold.
The description does the skill's invocation work, so it now leads with the trigger that actually reaches for Wayfinder — a big effort you need to break down — instead of the softer "chart a route through a foggy problem". The skill body and fog-of-war mechanic are unchanged.
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@@ -0,0 +1,9 @@
---
"mattpocock-skills": minor
---
Rename the **`decision-mapping`** skill to **`wayfinder`**, invoked as `/wayfinder`.
"Decision map" was jargony and inaccurate — only one of the skill's four ticket types (Grilling) is actually a decision. The reframe charts a route through a foggy problem, resolving investigation tickets one at a time until the way to the goal is clear. This makes one coherent leading-word frame (fog of war / frontier / the map) instead of mixing an invented term on top of it.
Also a pruning pass: unified `node``ticket`, bound "the frontier" to the unblocked tickets, dropped the duplicated "one question at a time" (owned by `/grilling`), and trimmed intro no-ops.
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@@ -9,10 +9,10 @@
"./skills/engineering/setup-matt-pocock-skills", "./skills/engineering/setup-matt-pocock-skills",
"./skills/engineering/tdd", "./skills/engineering/tdd",
"./skills/engineering/to-issues", "./skills/engineering/to-issues",
"./skills/engineering/to-plan",
"./skills/engineering/to-prd", "./skills/engineering/to-prd",
"./skills/engineering/implement", "./skills/engineering/implement",
"./skills/engineering/prototype", "./skills/engineering/prototype",
"./skills/engineering/research",
"./skills/engineering/domain-modeling", "./skills/engineering/domain-modeling",
"./skills/engineering/codebase-design", "./skills/engineering/codebase-design",
"./skills/engineering/code-review", "./skills/engineering/code-review",
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@@ -155,13 +155,13 @@ Skills I use daily for code work.
- **[improve-codebase-architecture](./skills/engineering/improve-codebase-architecture/SKILL.md)** — Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick. - **[improve-codebase-architecture](./skills/engineering/improve-codebase-architecture/SKILL.md)** — Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
- **[setup-matt-pocock-skills](./skills/engineering/setup-matt-pocock-skills/SKILL.md)** — Configure this repo for the engineering skills (issue tracker, triage labels, domain doc layout). Run once per repo before using the other engineering skills. - **[setup-matt-pocock-skills](./skills/engineering/setup-matt-pocock-skills/SKILL.md)** — Configure this repo for the engineering skills (issue tracker, triage labels, domain doc layout). Run once per repo before using the other engineering skills.
- **[to-issues](./skills/engineering/to-issues/SKILL.md)** — Break any plan, spec, or PRD into independently-grabbable issues using vertical slices. - **[to-issues](./skills/engineering/to-issues/SKILL.md)** — Break any plan, spec, or PRD into independently-grabbable issues using vertical slices.
- **[to-plan](./skills/engineering/to-plan/SKILL.md)** — Turn any plan, spec, or PRD into a sequential set of tracer-bullet phases worked one at a time — a single ordered file for a local tracker, or parent-and-sub-issues for a real one.
- **[to-prd](./skills/engineering/to-prd/SKILL.md)** — Turn the current conversation into a PRD and publish it to the issue tracker. No interview — just synthesizes what you've already discussed. - **[to-prd](./skills/engineering/to-prd/SKILL.md)** — Turn the current conversation into a PRD and publish it to the issue tracker. No interview — just synthesizes what you've already discussed.
**Model-invoked** **Model-invoked**
- **[prototype](./skills/engineering/prototype/SKILL.md)** — Build a throwaway prototype to answer a design question — a runnable terminal app for state/logic questions, or several radically different UI variations toggleable from one route. - **[prototype](./skills/engineering/prototype/SKILL.md)** — Build a throwaway prototype to answer a design question — a runnable terminal app for state/logic questions, or several radically different UI variations toggleable from one route.
- **[diagnosing-bugs](./skills/engineering/diagnosing-bugs/SKILL.md)** — Disciplined diagnosis loop for hard bugs and performance regressions: reproduce → minimise → hypothesise → instrument → fix → regression-test. - **[diagnosing-bugs](./skills/engineering/diagnosing-bugs/SKILL.md)** — Disciplined diagnosis loop for hard bugs and performance regressions: reproduce → minimise → hypothesise → instrument → fix → regression-test.
- **[research](./skills/engineering/research/SKILL.md)** — Investigate a question against high-trust primary sources and capture the findings as a cited Markdown file in the repo, run as a background agent.
- **[tdd](./skills/engineering/tdd/SKILL.md)** — Test-driven development with a red-green-refactor loop. Builds features or fixes bugs one vertical slice at a time. - **[tdd](./skills/engineering/tdd/SKILL.md)** — Test-driven development with a red-green-refactor loop. Builds features or fixes bugs one vertical slice at a time.
- **[domain-modeling](./skills/engineering/domain-modeling/SKILL.md)** — Actively build and sharpen a project's domain model — challenge terms against the glossary, stress-test with edge-case scenarios, and update `CONTEXT.md` and ADRs inline. - **[domain-modeling](./skills/engineering/domain-modeling/SKILL.md)** — Actively build and sharpen a project's domain model — challenge terms against the glossary, stress-test with edge-case scenarios, and update `CONTEXT.md` and ADRs inline.
- **[codebase-design](./skills/engineering/codebase-design/SKILL.md)** — Shared discipline and vocabulary for designing deep modules: a lot of behaviour behind a small interface, placed at a clean seam, testable through that interface. - **[codebase-design](./skills/engineering/codebase-design/SKILL.md)** — Shared discipline and vocabulary for designing deep modules: a lot of behaviour behind a small interface, placed at a clean seam, testable through that interface.
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@@ -0,0 +1,29 @@
Quickstart:
```bash
npx skills add mattpocock/skills --skill=research
```
```bash
npx skills update research
```
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/research)
## What it does
`research` answers a question by reading the sources that own the answer and leaving a cited Markdown file behind. It works only from **primary sources** — official docs, source code, specs, first-party APIs — never a secondary write-up of them, so what it saves is traceable back to something authoritative rather than a summary of a summary.
## When to reach for it
Type `/research`, or the agent reaches for it automatically when a task turns into reading legwork.
Reach for it when the next step is *finding something out* — how an API behaves, what a spec actually says, whether a claim holds — and you'd rather not stall your own thread doing the reading. For sharpening a plan by interview instead of by reading, use [grilling](https://aihero.dev/skills-grilling); for exploring what to build with throwaway code, use [prototype](https://aihero.dev/skills-prototype).
## Delegated legwork
The defining move is that the reading runs as a **background agent**. You keep working; it goes off, follows each claim back to its primary source, and drops a single cited Markdown file into wherever the repo keeps such notes. Research is legwork you delegate, not thinking you outsource — you get back a document to react to, with its sources attached.
## Where it fits
A reach-for-it-anytime standalone that feeds the thinking skills: the file it produces is something to grill, plan, or design against, so it sits upstream of work like [grilling](https://aihero.dev/skills-grilling) and [to-prd](https://aihero.dev/skills-to-prd) rather than in the build chain. For the whole map, see [ask-matt](https://aihero.dev/skills-ask-matt).
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@@ -1,53 +0,0 @@
Quickstart:
```bash
npx skills add mattpocock/skills --skill=to-plan
```
```bash
npx skills update to-plan
```
[Source](https://github.com/mattpocock/skills/tree/main/skills/engineering/to-plan)
## What it does
`to-plan` turns a PRD, spec, or the current conversation into a **sequential** plan — an ordered list of phases you work through one at a time, in a fresh context per phase.
Every phase is a **tracer bullet** — a thin *vertical* slice that cuts through all integration layers end-to-end (schema, API, UI, tests), never a horizontal slice of one layer. A completed slice is demoable or verifiable on its own, and is sized to fit a single fresh context window.
## When to reach for it
You invoke this by typing `/to-plan` — the agent won't reach for it on its own.
Reach for it once you have an agreed plan or a written spec and you want it turned into a sequence of phases you'll build **by hand, one at a time**. Point it at the conversation, or pass a PRD or issue reference and it reads that first. If the change hasn't been written up as a spec yet, produce one first — for that, use [to-prd](https://aihero.dev/skills-to-prd).
## Sequential, not parallel
`to-plan` is the sequential, HITL sibling of [to-issues](https://aihero.dev/skills-to-issues). Both slice work into tracer bullets, but they're for different workflows:
- **`to-issues`** produces *independently-grabbable* issues, so parallel agents can pick them up at once (it applies the ready-for-agent label).
- **`to-plan`** produces one *ordered sequence* you drive yourself, phase by phase, staying in the loop — no ready-for-agent label.
## Publishes to your configured tracker
Like the other skills, `to-plan` publishes through the tracker [setup-matt-pocock-skills](https://aihero.dev/skills-setup-matt-pocock-skills) configured, and it adapts the shape to that tracker:
- **Local files** → a single sequential `plan.md` in the repo root, all phases in order.
- **A real issue tracker (GitHub, Linear)** → a parent issue for the whole plan, with one sub-issue per phase, in order — using the platform's native sub-issue relationship where it has one, otherwise sequential issues each blocked by the previous.
## Vertical slices, not horizontal ones
The whole skill turns on one distinction. A **horizontal** slice ships one layer of the change — all the schema, or all the API — and nothing works until every layer lands. A **vertical** slice, the tracer bullet, ships one narrow path through *every* layer at once, so it can be demoed the moment it's done.
Before slicing, `to-plan` looks for prefactoring — "make the change easy, then make the easy change" — and orders that work first. It then quizzes you on the breakdown (granularity, ordering, what to merge or split) before publishing anything.
## Where it fits
`to-plan` is the sequential branch of the main build chain:
```txt
grill-with-docs → to-prd → to-plan → implement → code-review
```
It sits between [to-prd](https://aihero.dev/skills-to-prd), which hands it a settled spec to slice against, and [implement](https://aihero.dev/skills-implement), which builds each phase, driving [tdd](https://aihero.dev/skills-tdd) internally to write the tests test-first, before its [code-review](https://aihero.dev/skills-code-review) pass. Work one phase per fresh context, clearing between them. When you're unsure which skill or flow fits, [ask-matt](https://aihero.dev/skills-ask-matt) routes you.
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@@ -14,7 +14,7 @@ npx skills update grilling
`grilling` is the relentless interview that stress-tests a plan or design before you build it. It walks down the design tree branch by branch, resolving the dependencies between decisions one at a time until you and the agent share the same understanding. `grilling` is the relentless interview that stress-tests a plan or design before you build it. It walks down the design tree branch by branch, resolving the dependencies between decisions one at a time until you and the agent share the same understanding.
It asks **one question at a time** and waits for your answer before the next — never a bulk list, which is bewildering. Each question comes with the agent's own recommended answer, and any question the codebase can settle it explores instead of asking you. It asks **one question at a time** and waits for your answer before the next — never a bulk list, which is bewildering. Each question comes with the agent's own recommended answer, and any question the codebase can settle it explores instead of asking you. It won't start enacting the plan until you confirm the shared understanding has been reached.
## When to reach for it ## When to reach for it
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@@ -12,7 +12,6 @@ Reachable only when you type them (`disable-model-invocation: true`).
- **[improve-codebase-architecture](./improve-codebase-architecture/SKILL.md)** — Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick. - **[improve-codebase-architecture](./improve-codebase-architecture/SKILL.md)** — Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
- **[setup-matt-pocock-skills](./setup-matt-pocock-skills/SKILL.md)** — Configure this repo for the engineering skills (issue tracker, triage labels, domain doc layout). Run once per repo. - **[setup-matt-pocock-skills](./setup-matt-pocock-skills/SKILL.md)** — Configure this repo for the engineering skills (issue tracker, triage labels, domain doc layout). Run once per repo.
- **[to-issues](./to-issues/SKILL.md)** — Break any plan, spec, or PRD into independently-grabbable issues using vertical slices. - **[to-issues](./to-issues/SKILL.md)** — Break any plan, spec, or PRD into independently-grabbable issues using vertical slices.
- **[to-plan](./to-plan/SKILL.md)** — Turn any plan, spec, or PRD into a sequential set of tracer-bullet phases worked one at a time — a single ordered file for a local tracker, or parent-and-sub-issues for a real one.
- **[to-prd](./to-prd/SKILL.md)** — Turn the current conversation into a PRD and publish it to the issue tracker. - **[to-prd](./to-prd/SKILL.md)** — Turn the current conversation into a PRD and publish it to the issue tracker.
## Model-invoked ## Model-invoked
@@ -22,6 +21,7 @@ Model- or user-reachable (rich trigger phrasing so the model can reach for them)
- **[prototype](./prototype/SKILL.md)** — Build a throwaway prototype to answer a design question: a runnable terminal app for state/logic, or several toggleable UI variations. - **[prototype](./prototype/SKILL.md)** — Build a throwaway prototype to answer a design question: a runnable terminal app for state/logic, or several toggleable UI variations.
- **[diagnosing-bugs](./diagnosing-bugs/SKILL.md)** — Disciplined diagnosis loop for hard bugs and performance regressions: reproduce → minimise → hypothesise → instrument → fix → regression-test. - **[diagnosing-bugs](./diagnosing-bugs/SKILL.md)** — Disciplined diagnosis loop for hard bugs and performance regressions: reproduce → minimise → hypothesise → instrument → fix → regression-test.
- **[research](./research/SKILL.md)** — Investigate a question against high-trust primary sources and capture the findings as a cited Markdown file in the repo, run as a background agent.
- **[tdd](./tdd/SKILL.md)** — Test-driven development with a red-green-refactor loop. Builds features or fixes bugs one vertical slice at a time. - **[tdd](./tdd/SKILL.md)** — Test-driven development with a red-green-refactor loop. Builds features or fixes bugs one vertical slice at a time.
- **[domain-modeling](./domain-modeling/SKILL.md)** — Actively build and sharpen a project's domain model — challenge terms, stress-test with scenarios, update `CONTEXT.md` and ADRs inline. - **[domain-modeling](./domain-modeling/SKILL.md)** — Actively build and sharpen a project's domain model — challenge terms, stress-test with scenarios, update `CONTEXT.md` and ADRs inline.
- **[codebase-design](./codebase-design/SKILL.md)** — Shared discipline and vocabulary for designing deep modules: small interfaces, clean seams, testable through the interface. - **[codebase-design](./codebase-design/SKILL.md)** — Shared discipline and vocabulary for designing deep modules: small interfaces, clean seams, testable through the interface.
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@@ -20,9 +20,7 @@ The route most work travels. You have an idea and want it built.
- **`/prototype`** to answer the question with throwaway code, - **`/prototype`** to answer the question with throwaway code,
- **`/handoff`** back what you learned, and reference it from the original idea thread. - **`/handoff`** back what you learned, and reference it from the original idea thread.
3. **Branch — is this a multi-session build?** 3. **Branch — is this a multi-session build?**
- **Yes** → **`/to-prd`** (turn the thread into a PRD), then split it into tracer-bullet slices one of two ways: - **Yes** → **`/to-prd`** (turn the thread into a PRD)**`/to-issues`** (split the PRD into independently-grabbable issues). Because the issues are independent, **clear context between each one**: start a fresh session per issue and kick off **`/implement`** by passing it the PRD and the single issue to work on.
- **`/to-issues`** — independently-grabbable issues on your tracker, for **parallel/AFK** agents. Because the issues are independent, **clear context between each one** and kick off **`/implement`** per issue.
- **`/to-plan`** — a **sequential** plan you drive **by hand**, staying in the loop. Publishes to the same tracker, shaped to it: a single ordered `plan.md` for a local tracker, or a parent issue with ordered sub-issues for a real one. Work one phase per fresh context, clearing between them, with **`/implement`**.
- **No** → **`/implement`** right here, in the same context window. - **No** → **`/implement`** right here, in the same context window.
Either way, **`/implement`** builds each issue by driving **`/tdd`** internally — one red-green slice at a time — then closes out by running **`/code-review`**, a two-axis review (Standards + Spec) of the diff, before committing. Reach for **`/tdd`** on its own when you just want to build a concrete behaviour test-first without a full spec, and **`/code-review`** on its own whenever you want to review a branch or PR against a fixed point. Either way, **`/implement`** builds each issue by driving **`/tdd`** internally — one red-green slice at a time — then closes out by running **`/code-review`**, a two-axis review (Standards + Spec) of the diff, before committing. Reach for **`/tdd`** on its own when you just want to build a concrete behaviour test-first without a full spec, and **`/code-review`** on its own whenever you want to review a branch or PR against a fixed point.
@@ -67,6 +65,7 @@ Off the main flow entirely.
- **`/grill-me`** — the same relentless interview as `/grill-with-docs`, but for when you have **no codebase**. Stateless: it saves nothing locally, builds no `CONTEXT.md`. Reach for it to sharpen any plan or design that doesn't live in a repo. - **`/grill-me`** — the same relentless interview as `/grill-with-docs`, but for when you have **no codebase**. Stateless: it saves nothing locally, builds no `CONTEXT.md`. Reach for it to sharpen any plan or design that doesn't live in a repo.
- **`/prototype`** — a small, throwaway program that answers one design question: does this state model feel right, or what should this UI look like. Throwaway from day one — keep the answer, delete the code. It's the detour in step 2 of the main flow, but reach for it any time a design question is hard to settle on paper. - **`/prototype`** — a small, throwaway program that answers one design question: does this state model feel right, or what should this UI look like. Throwaway from day one — keep the answer, delete the code. It's the detour in step 2 of the main flow, but reach for it any time a design question is hard to settle on paper.
- **`/research`** — delegate reading legwork to a **background agent**: it investigates a question against **primary sources**, then leaves a cited Markdown file in the repo. Keep working while it reads. The file it produces is something to take *into* the main flow at `/grill-with-docs` — research feeds the thinking, it doesn't replace it.
- **`/teach`** — learn a concept over multiple sessions, using the current directory as a stateful workspace. - **`/teach`** — learn a concept over multiple sessions, using the current directory as a stateful workspace.
- **`/writing-great-skills`** — reference for writing and editing skills well. - **`/writing-great-skills`** — reference for writing and editing skills well.
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---
name: research
description: Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.
---
Spin up a **background agent** to do the research, so you keep working while it reads.
Its job:
1. Investigate the question against **primary sources** — official docs, source code, specs, first-party APIs — not a secondary write-up of them. Follow every claim back to the source that owns it.
2. Write the findings to a single Markdown file, citing each claim's source.
3. Save it where the repo already keeps such notes; match the existing convention, and if there is none, put it somewhere sensible and say where.
@@ -32,3 +32,14 @@ Create a GitHub issue.
## When a skill says "fetch the relevant ticket" ## When a skill says "fetch the relevant ticket"
Run `gh issue view <number> --comments`. Run `gh issue view <number> --comments`.
## Wayfinding operations
Used by `/wayfinder`. The **map** is a single issue with **child** issues as tickets.
- **Map**: a single issue labelled `wayfinder:map`, holding the Notes / Decisions-so-far / Fog body. `gh issue create --label wayfinder:map`.
- **Child ticket**: an issue linked to the map as a GitHub sub-issue (`gh api` on the sub-issues endpoint). Where sub-issues aren't enabled, add the child to a task list in the map body and put `Part of #<map>` at the top of the child body. Labels: `wayfinder:<type>` (`research`/`prototype`/`grilling`/`task`). Once claimed, the ticket is assigned to the driving dev.
- **Blocking**: GitHub's **native issue dependencies** — the canonical, UI-visible representation. Add an edge with `gh api --method POST repos/<owner>/<repo>/issues/<child>/dependencies/blocked_by -F issue_id=<blocker-db-id>`, where `<blocker-db-id>` is the blocker's numeric **database id** (`gh api repos/<owner>/<repo>/issues/<n> --jq .id`, _not_ the `#number` or `node_id`). GitHub reports `issue_dependencies_summary.blocked_by` (open blockers only — the live gate). Where dependencies aren't available, fall back to a `Blocked by: #<n>, #<n>` line at the top of the child body. A ticket is unblocked when every blocker is closed.
- **Frontier query**: list the map's open children (`gh issue list --state open`, scoped to the map's sub-issues / task list), drop any with an open blocker (`issue_dependencies_summary.blocked_by > 0`, or an open issue in the `Blocked by` line) or an assignee; first in map order wins.
- **Claim**: `gh issue edit <n> --add-assignee @me` — the session's first write.
- **Resolve**: `gh issue comment <n> --body "<answer>"`, then `gh issue close <n>`, then append a context pointer (gist + link) to the map's Decisions-so-far.
@@ -33,3 +33,14 @@ Create a GitLab issue.
## When a skill says "fetch the relevant ticket" ## When a skill says "fetch the relevant ticket"
Run `glab issue view <number> --comments`. Run `glab issue view <number> --comments`.
## Wayfinding operations
Used by `/wayfinder`. The **map** is a single issue with **child** issues as tickets.
- **Map**: a single issue labelled `wayfinder:map`, holding the Notes / Decisions-so-far / Fog body. `glab issue create --label wayfinder:map`. (On GitLab tiers with native epics, an epic may hold the map instead; a labelled issue works everywhere.)
- **Child ticket**: an issue carrying `Part of #<map>` at the top of its description and labels `wayfinder:<type>` (`research`/`prototype`/`grilling`/`task`). Once claimed, the ticket is assigned to the driving dev.
- **Blocking**: GitLab's **native blocking link** — the canonical, UI-visible representation. Add it with the `/blocked_by #<n>` quick action, posted as a note (`glab issue note <child> --message "/blocked_by #<blocker>"`). Native blocking links are a Premium/Ultimate feature; on the free tier (or where unavailable) fall back to a `Blocked by: #<n>, #<n>` line at the top of the description. A ticket is unblocked when every blocker is closed.
- **Frontier query**: `glab issue list -F json` scoped to the map's children, drop any with an open blocker — a native `blocked_by` link to an open issue (`glab api projects/:id/issues/:iid/links`), or an open issue in the `Blocked by` line — or an assignee; first in map order wins.
- **Claim**: `glab issue update <n> --assignee @me` — the session's first write.
- **Resolve**: `glab issue note <n> --message "<answer>"`, then `glab issue close <n>`, then append a context pointer (gist + link) to the map's Decisions-so-far.
@@ -17,3 +17,14 @@ Create a new file under `.scratch/<feature-slug>/` (creating the directory if ne
## When a skill says "fetch the relevant ticket" ## When a skill says "fetch the relevant ticket"
Read the file at the referenced path. The user will normally pass the path or the issue number directly. Read the file at the referenced path. The user will normally pass the path or the issue number directly.
## Wayfinding operations
Used by `/wayfinder`. The **map** is a file with one **child** file per ticket.
- **Map**: `.scratch/<effort>/map.md` — the Notes / Decisions-so-far / Fog body.
- **Child ticket**: `.scratch/<effort>/issues/NN-<slug>.md`, numbered from `01`, with the question in the body. A `Type:` line records the ticket type (`research`/`prototype`/`grilling`/`task`); a `Status:` line records `claimed`/`resolved`.
- **Blocking**: a `Blocked by: NN, NN` line near the top. A ticket is unblocked when every file it lists is `resolved`.
- **Frontier**: scan `.scratch/<effort>/issues/` for files that are open, unblocked, and unclaimed; first by number wins.
- **Claim**: set `Status: claimed` and save before any work.
- **Resolve**: append the answer under an `## Answer` heading, set `Status: resolved`, then append a context pointer (gist + link) to the map's Decisions-so-far in `map.md`.
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@@ -33,4 +33,4 @@ Ask: "What's the public interface, and which seams should we test?"
- **Red before green.** Write the failing test first, then only enough code to pass it. Don't anticipate future tests or add speculative features. - **Red before green.** Write the failing test first, then only enough code to pass it. Don't anticipate future tests or add speculative features.
- **One slice at a time.** One seam, one test, one minimal implementation per cycle. - **One slice at a time.** One seam, one test, one minimal implementation per cycle.
- **Refactoring is not part of the loop.** It belongs to the review stage (see the `review` skill), not the red → green implementation cycle. - **Refactoring is not part of the loop.** It belongs to the review stage (see the `code-review` skill), not the red → green implementation cycle.
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@@ -24,11 +24,11 @@ Look for opportunities to prefactor the code to make the implementation easier.
### 3. Draft vertical slices ### 3. Draft vertical slices
Break the plan into **tracer bullet** issues. Break the plan into **tracer bullet** issues. Each issue is a thin vertical slice that cuts through ALL integration layers end-to-end, NOT a horizontal slice of one layer.
<vertical-slice-rules> <vertical-slice-rules>
- Each slice cuts a narrow but COMPLETE path through every layer (schema, API, UI, tests) — vertical, NOT a horizontal slice of one layer - Each slice delivers a narrow but COMPLETE path through every layer (schema, API, UI, tests)
- A completed slice is demoable or verifiable on its own - A completed slice is demoable or verifiable on its own
- Any prefactoring should be done first - Any prefactoring should be done first
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---
name: to-plan
description: Turn a PRD, spec, or the current conversation into a sequential plan of tracer-bullet vertical slices, published to the configured tracker — one ordered file for local, or parent-and-sub-issues for a real tracker.
disable-model-invocation: true
---
# To Plan
Turn a plan, spec, or PRD into a **sequential** plan of vertical slices (tracer bullets) — an ordered list of phases you work through one at a time, in a fresh context per phase.
This is the sequential, HITL sibling of `/to-issues`. Where `to-issues` produces independently-grabbable issues for parallel agents, `to-plan` produces one ordered sequence you drive by hand, top to bottom.
The issue tracker and triage label vocabulary should have been provided to you — run `/setup-matt-pocock-skills` if not.
## Process
### 1. Gather context
Work from whatever is already in the conversation context. If the user passes a reference (a PRD path, an issue number or URL) as an argument, fetch it and read its full body.
### 2. Explore the codebase (optional)
If you have not already explored the codebase, do so to understand the current state of the code. Phase titles and descriptions should use the project's domain glossary vocabulary, and respect ADRs in the area you're touching.
Look for opportunities to prefactor the code to make the implementation easier. "Make the change easy, then make the easy change."
### 3. Draft vertical slices
Break the work into **tracer bullet** phases.
<vertical-slice-rules>
- Each slice cuts a narrow but COMPLETE path through every layer (schema, API, UI, tests) — vertical, NOT a horizontal slice of one layer
- A completed slice is demoable or verifiable on its own
- Each slice is sized to fit in a single fresh context window
- Any prefactoring should be done first
</vertical-slice-rules>
Order the phases in dependency order — each builds on the ones before it.
### 4. Quiz the user
Present the proposed breakdown as a numbered list. For each phase, show:
- **Title**: short descriptive name
- **What it delivers**: the end-to-end behaviour this phase makes work
Ask the user:
- Does the granularity feel right? (too coarse / too fine)
- Is the ordering correct — does each phase build on the ones before it?
- Should any phases be merged or split further?
Iterate until the user approves the breakdown.
### 5. Publish the plan to the configured tracker
Publish the approved phases in order. **How** depends on the tracker `/setup-matt-pocock-skills` configured:
- **Local files** → write one sequential `plan.md` in the repo root, all phases in order, using the file template below.
- **A real issue tracker (GitHub, Linear, …)** → create **one parent issue** for the whole plan, then **one sub-issue per phase, in order**. Use the platform's native sub-issue / child-issue relationship if it supports one; otherwise create sequential issues and set each phase's "Blocked by" to the previous phase. Use the issue template below for the parent and each phase.
These are worked **sequentially by hand**, not handed to parallel agents, so do NOT apply the ready-for-agent triage label.
<plan-file-template>
# Plan: <short name of the work>
A one-line summary of what this plan builds. Reference the source PRD or spec if there is one.
## Phases
Each phase is one tracer bullet — a vertical slice worked in a fresh context, top to bottom.
### 1. <Phase title>
**Delivers:** the end-to-end behaviour this phase makes work, from the user's perspective — not a layer-by-layer implementation list.
- [ ] Acceptance criterion 1
- [ ] Acceptance criterion 2
### 2. <Phase title>
...
</plan-file-template>
<issue-template>
**Parent issue** — title: the plan's short name. Body: the one-line summary, a reference to the source PRD/spec, and the ordered list of phase titles.
**Each phase sub-issue:**
## What to build
The end-to-end behaviour this phase makes work, from the user's perspective — not layer-by-layer implementation.
## Acceptance criteria
- [ ] Criterion 1
- [ ] Criterion 2
## Blocked by
The previous phase (omit for the first phase).
</issue-template>
In either form, avoid specific file paths or code snippets — they go stale fast. Exception: if a prototype produced a snippet that encodes a decision more precisely than prose can (state machine, reducer, schema, type shape), inline it and note briefly that it came from a prototype. Trim to the decision-rich parts — not a working demo, just the important bits.
Work the plan one phase at a time with `/implement`, clearing context between phases.
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Skills that are still being developed. They're not ready to ship — expect rough edges, breaking changes, and abandoned experiments. They're excluded from the plugin and the top-level README until they graduate to a stable bucket. Skills that are still being developed. They're not ready to ship — expect rough edges, breaking changes, and abandoned experiments. They're excluded from the plugin and the top-level README until they graduate to a stable bucket.
- **[decision-mapping](./decision-mapping/SKILL.md)** — Turn a loose idea into a sequenced map of investigation tickets, then drive them to resolution one at a time. User-invoked. - **[wayfinder](./wayfinder/SKILL.md)** — Chart a route through a foggy problem — turn a loose idea into a map of investigation tickets and resolve them one at a time until the way to the goal is clear. User-invoked.
- **[loop-me](./loop-me/SKILL.md)** — Grill yourself into implementable workflow specs over multiple sessions, using the current directory as a stateful workspace. User-invoked. - **[loop-me](./loop-me/SKILL.md)** — Grill yourself into implementable workflow specs over multiple sessions, using the current directory as a stateful workspace. User-invoked.
- **[wizard](./wizard/SKILL.md)** — Generate an interactive bash wizard that walks a human through a manual procedure (setup, a one-off migration, a state transition) — opening URLs, capturing values, writing `.env` and GitHub Actions secrets. User-invoked. - **[wizard](./wizard/SKILL.md)** — Generate an interactive bash wizard that walks a human through a manual procedure (setup, a one-off migration, a state transition) — opening URLs, capturing values, writing `.env` and GitHub Actions secrets. User-invoked.
- **[writing-beats](./writing-beats/SKILL.md)** — Shape an article as a journey of beats, choose-your-own-adventure style. Pick a starting beat, write only that beat, then pivot to the next, until the article reaches a natural end. - **[writing-beats](./writing-beats/SKILL.md)** — Shape an article as a journey of beats, choose-your-own-adventure style. Pick a starting beat, write only that beat, then pivot to the next, until the article reaches a natural end.
- **[writing-fragments](./writing-fragments/SKILL.md)** — Grilling session that mines you for fragments — heterogeneous nuggets of writing — and appends them to a single document as raw material for a future article. - **[writing-fragments](./writing-fragments/SKILL.md)** — Grilling session that mines you for fragments — heterogeneous nuggets of writing — and appends them to a single document as raw material for a future article.
- **[writing-shape](./writing-shape/SKILL.md)** — Take a markdown file of raw material and shape it into an article paragraph by paragraph, arguing format choices at each step. - **[writing-shape](./writing-shape/SKILL.md)** — Take a markdown file of raw material and shape it into an article paragraph by paragraph, arguing format choices at each step.
- **[claude-handoff](./claude-handoff/SKILL.md)** — Hand the current conversation off to a fresh background agent that picks up the work immediately, seeded with a handoff summary via `claude --bg`. User-invoked.
@@ -0,0 +1,18 @@
---
name: claude-handoff
description: Hand the current conversation off to a fresh background agent that picks up the work immediately.
argument-hint: "What will the next session be used for?"
disable-model-invocation: true
---
Write a handoff summary of the current conversation so a fresh agent can continue the work. Instead of saving it, launch a background agent seeded with the summary as its prompt: `claude --bg --name "<descriptive name>" "<handoff summary>"`. It starts in the current working directory and returns immediately; the user manages it with `claude agents`.
Always pass `-n`/`--name` with a descriptive name (e.g. `--name "Fix login bug"`) — it sets the display name shown in the job list, session picker, and terminal title.
Include a "suggested skills" section in the summary, which suggests skills that the agent should invoke.
Do not duplicate content already captured in other artifacts (PRDs, plans, ADRs, issues, commits, diffs). Reference them by path or URL instead.
Redact any sensitive information, such as API keys, passwords, or personally identifiable information — the summary becomes the agent's prompt.
If the user passed arguments, treat them as a description of what the next session will focus on and tailor the summary accordingly.
@@ -1,108 +0,0 @@
---
name: decision-mapping
description: Turn a loose idea into a sequenced map of investigation tickets, then drive them to resolution one at a time.
disable-model-invocation: true
---
This skill is invoked when a loose idea requires more than one agent session to turn into a plan. It creates a stateful decision map in a markdown file, and drives the user through a sequence of tickets to resolve the open questions - which may require either prototyping, research or grilling. The map is domain-agnostic: it plans engineering work, course content, or anything else that fits the same shape.
## The Decision Map
The decision map is a single compact Markdown file, one per planning effort, git-tracked alongside the project. It is the canonical artifact — the **whole map is loaded as context into every session**, so it must stay compact.
Assets created during tickets should be linked to from the map, not duplicated within it.
### Structure
Entries ("tickets"), each its own section keyed by a short dash-case slug that
reads as a mini-title (e.g. `relational-db`, `auth-strategy`, `cache-layer`) —
terse enough to stay token-efficient, and unique within the map.
```markdown
## relational-db: Relational Or Non-Relational Database?
Blocked by: <slug>, <slug>
Status: open | in-progress | resolved
Type: Research | Prototype | Grilling | Task
### Question
<question-here>
### Answer
<answer-here>
```
The slug is the canonical id, used in every `Blocked by` edge and prose
reference; the title after the colon is optional. A ticket
is **unblocked** when every ticket in its `Blocked by` list is `resolved`. A
session **claims** its ticket by setting `Status: in-progress` and saving the map
before any work, so concurrent sessions skip it.
Each ticket must be sized to one 100K token agent session.
## Ticket Types
There are four types of tickets:
- **Research**: Reading documentation, third-party API's, or local resources like knowledge bases. Creates a markdown summary as an asset. Use this when knowledge outside the current working directory is required.
- **Prototype**: Raise the fidelity of the discussion by making a cheap, rough, concrete artifact to react to — an outline, a rough take, a stub, or UI/logic code via the /prototype skill. Creates the prototype as an asset. Use this when "how should it look" or "how should it behave" is the key question.
- **Grilling**: Conversation with the agent. Uses the /grilling and /domain-modeling skills. Asks one question at a time. The default case.
- **Task**: Literal manual work that must be done before the discussion can move forward — nothing to decide, prototype, or research. Moving data from one place to another, signing up for a third-party service, provisioning access. The agent automates it where it can; otherwise it hands the human a precise checklist to do by hand. Resolved when the work is done; the answer records what was done and any resulting facts (credentials location, new URLs, row counts) later tickets depend on.
## Fog of war
The map is _deliberately_ incomplete beyond the frontier. Your job is to investigate the frontier, and to resolve tickets in order to push the frontier forward. Push back the fog of war, one node at a time — until the path to the finish line is clear and no tickets remain.
## Invocation
Two branches. Either way, **every session ends with a [Handoff](#handoff)** — never resolve more than one ticket per session.
### Create the map
User invokes with a loose idea.
1. Run a `/grilling` and `/domain-modeling` session to surface the open decisions. Ask one question at a time.
2. Write a new decision map — mostly fog, frontier identified, trivially-decidable entries resolved inline.
3. Handoff. Map-building is one session's work; do not also resolve tickets.
### Work through the map
User invokes with a path to an existing map. A ticket slug is **optional** — without one, you pick the next decision, not the user.
1. Load the **whole map** as context.
2. Choose the ticket. If the user named one, use it. Otherwise pick the first `open` ticket in document order that is [unblocked](#structure). [Claim it](#structure): set `Status: in-progress` and save before any work.
3. Resolve it, invoking skills as needed — including any the `## Notes` block names. If in doubt, use `/grilling` and `/domain-modeling`.
4. Record the answer in the ticket's body and set `Status: resolved`.
5. Add newly-discovered tickets with correct `Blocked by` edges. If the decisions made invalidate other parts of the map, update or delete those nodes.
6. Handoff.
The user may run unblocked tickets in parallel, so expect other agents to be editing the map in their own sessions.
## Handoff
End every session by clearing the context and opening one or more fresh sessions. Close with a **Next steps** block the user can copy-paste. Two cases:
**Open tickets remain.** List the currently-unblocked tickets, then give two copy-paste options: a bare command for one session (you pick the next ticket), and one pinned command per unblocked ticket for running them in parallel. Paste one line per fresh window — opening one, some, or all of them.
> **Next steps** — 3 tickets unblocked: `auth-strategy`, `cache-layer`, `rate-limits`.
> Clear the context, then open fresh sessions.
>
> **One session** — resolves the next unblocked ticket:
> ```
> Invoke /decision-mapping with the map at <path>.
> ```
>
> **Parallel** — paste one line per window, up to all 3:
> ```
> Invoke /decision-mapping with the map at <path>, ticket auth-strategy.
> Invoke /decision-mapping with the map at <path>, ticket cache-layer.
> Invoke /decision-mapping with the map at <path>, ticket rate-limits.
> ```
**No open tickets remain.** The fog is pushed back far enough that the path to the finish line is clear — the map is done. (The initial grilling may also surface no fog at all, in which case there was never a map to build.) Recommend implementing directly, or using `/to-prd` to schedule a multi-session implementation.
## Notes
An optional block declaring the **domain**, any skills every session should `consult`, and freeform standing preferences the planning surfaces.
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---
name: wayfinder
description: Plan a huge chunk of work — more than one agent session can hold — as a shared map of investigation tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.
---
A loose idea has arrived — too big for one agent session, and wrapped in fog: the way from here to the **destination** isn't visible yet. Wayfinding is about finding that way, not charging at the destination. This skill charts the way as a **shared map** on the repo's issue tracker, then works its tickets one at a time until the route is clear.
The destination varies per effort, and naming it is the first act of charting — it shapes every ticket. It might be a spec to hand off and iterate on, a decision to lock before planning starts, or a change made in place like a data-structure migration. The map is domain-agnostic — engineering work, course content, whatever fits the shape.
## Refer by name
Every map and ticket is an issue, so it has a **name** — its title. In everything the human reads — narration, the map's Decisions-so-far — refer to it by that name, never by a bare id, number, or slug. A wall of `#42, #43, #44` is illegible; names read at a glance. The id and URL don't vanish — a name wraps its link — but they ride *inside* the name, never stand in for it.
## The Map
The map is a single issue on this repo's issue tracker, labelled `wayfinder:map` — the canonical artifact. Its tickets are child issues of the map.
The map is an **index**, not a store. It lists the decisions made and points at the tickets that hold their detail; a decision lives in exactly one place — its ticket — so the map never restates it, only gists it and links.
**Where the map, its child tickets, blocking, and frontier queries physically live is tracker-specific.** Consult `docs/agents/issue-tracker.md` (the "Wayfinding operations" section) for how _this_ repo expresses them. If that doc is absent, default to the local-markdown tracker.
### The map body
The whole map at low resolution, loaded once per session. Open tickets are **not** listed — they are open child issues, found by query.
```markdown
## Destination
<what reaching the end of this map looks like — the spec, decision, or change this effort is finding its way to. One or two lines; every session orients to it before choosing a ticket.>
## Notes
<domain; skills every session should consult; standing preferences for this effort>
## Decisions so far
<!-- the index — one line per closed ticket: enough to judge relevance, then zoom the link for the detail the ticket holds -->
- [<closed ticket title>](link) — <one-line gist of the answer>
## Not yet specified
<!-- see "Fog of war": in-scope fog you can't ticket yet; graduates as the frontier advances -->
## Out of scope
<!-- see "Out of scope": work ruled beyond the destination; closed, never graduates -->
```
### Tickets
Each ticket is a **child issue** of the map; the tracker's issue id is its identity. Its body is the question, sized to one 100K token agent session:
```markdown
## Question
<the decision or investigation this ticket resolves>
```
Each ticket carries a `wayfinder:<type>` label — one of `research`, `prototype`, `grilling`, `task` (see [Ticket Types](#ticket-types)).
A session **claims** a ticket by assigning it to the dev driving the map, **first**, before any work, so concurrent sessions skip it. That assignee _is_ the claim: an open, unassigned ticket is unclaimed.
Blocking uses the tracker's **native** dependency relationship — essential because it renders the frontier _visually_ in the tracker's own UI, so the human sees what's takeable without opening the map. Only a tracker that lacks native blocking falls back to a body convention. A ticket is **unblocked** when every ticket blocking it is closed; the **frontier** is the open, unblocked, unclaimed children — the edge of the known.
The answer isn't part of the body — it's recorded on resolution (see [Work through the map](#work-through-the-map)). Assets created while resolving a ticket are linked from the issue, not pasted in.
## Ticket Types
- **Research**: Reading documentation, third-party APIs, or local resources like knowledge bases. Creates a markdown summary as a linked asset. Use when knowledge outside the current working directory is required.
- **Prototype**: Raise the fidelity of the discussion by making a cheap, rough, concrete artifact to react to — an outline, a rough take, a stub, or UI/logic code via the /prototype skill. Links the prototype as an asset. Use when "how should it look" or "how should it behave" is the key question.
- **Grilling**: Conversation with the agent. Uses the /grilling and /domain-modeling skills. Asks one question at a time. The default case.
- **Task**: Literal manual work that must be done before the discussion can move forward — nothing to decide, prototype, or research. Moving data, signing up for a service, provisioning access. The agent automates it where it can; otherwise it hands the human a precise checklist. Resolved when the work is done; the answer records what was done and any resulting facts (credentials location, new URLs, row counts) later tickets depend on.
## Fog of war
The map is _deliberately_ incomplete: don't chart what you can't yet see. Beyond the live tickets lies the **fog of war** — the dim view of decisions and investigations you can tell are coming but can't yet pin down, because they hang on questions still open. Resolving a ticket clears the fog ahead of it, graduating whatever's now specifiable into fresh tickets — one at a time, until the way to the destination is clear and no tickets remain.
The map's **Not yet specified** section is where that dim view is written down: the suspected question, the area to revisit later. It's the undiscovered frontier _toward_ the destination — everything here is in scope, just not sharp enough to ticket. Write as loosely or as fully as the view allows; it doubles as a signpost for collaborators reading where the effort is headed.
**Fog or ticket?** The test is whether you can state the question precisely now — _not_ whether you can answer it now.
- **Ticket when** the question is already sharp — even if it's blocked and you can't act on it yet.
- **Not yet specified when** you can't yet phrase it that sharply. Don't pre-slice the fog into ticket-sized pieces: it's coarser than a ticket, and one patch may graduate into several tickets, or none, once the frontier reaches it.
**Not yet specified** excludes what's already decided (Decisions so far), what's already a live ticket, and what's out of scope (the next section).
## Out of scope
Fog only ever gathers _toward_ the destination. The destination fixes the scope, so work beyond it is **out of scope** — it isn't fog, and it doesn't belong in **Not yet specified**. It gets its own **Out of scope** section on the map: work you've consciously ruled out of _this_ effort. Scope, not sharpness, lands it here.
Out-of-scope work never graduates — the frontier stops at the destination — so it returns only if the destination is redrawn, and then as a fresh effort, not a resumption.
Ruling something out of scope is a scoping act, not a step on the route. When a ticket that already exists turns out to sit past the destination — mis-scoped in while charting, or exposed by a resolution — **close it** (a closed ticket is unambiguously off the frontier) and leave one line in the **Out of scope** section: the gist plus why it's out of scope, linking the closed ticket. It stays out of **Decisions so far**, which records the route actually walked — a scope boundary isn't a step on it.
## Invocation
Two modes. Either way, **never resolve more than one ticket per session.**
### Chart the map
User invokes with a loose idea.
1. **Name the destination.** Run a `/grilling` and `/domain-modeling` session to pin down what this map is finding its way to — the spec, decision, or change. The destination fixes the scope, so it's settled first.
2. **Map the frontier.** Grill again, **breadth-first** this time: fan out across the whole space rather than deep on any one thread, surfacing the open decisions and the first steps takeable now.
3. **Create the map** (label `wayfinder:map`): Destination and Notes filled in, Decisions-so-far empty, the fog sketched into **Not yet specified**.
4. **Create the tickets you can specify now** as child issues of the map — then wire blocking edges in a **second pass** (issues need ids before they can reference each other). Wiring sorts them into the frontier and the blocked; everything you can't yet specify stays in the fog — the **Not yet specified** section.
5. Stop — charting the map is one session's work; do not also resolve tickets.
### Work through the map
User invokes with a map (URL or number). A ticket is **optional** — without one, you pick the next decision, not the user.
1. Load the **map** — the low-res view, not every ticket body.
2. Choose the ticket. If the user named one, use it. Otherwise take the first frontier ticket in order. **Claim it**: assign it to yourself before any work.
3. Resolve it — **zoom as needed**: fetch the full body of any related or closed ticket on demand; invoke the skills the `## Notes` block names. If in doubt, use `/grilling` and `/domain-modeling`.
4. Record the resolution: post the answer as a **resolution comment**, **close** the issue, and **append a context pointer** to the map's Decisions-so-far.
5. Add newly-surfaced tickets (create-then-wire); graduate any fog the answer has made specifiable, clearing each graduated patch from **Not yet specified** so it lives only as its new ticket. If the answer reveals a ticket — this one or another — sits beyond the destination, **rule it out of scope** rather than resolving it on the route. If the decision invalidates other parts of the map, update or delete those tickets.
The user may run unblocked tickets in parallel, so expect other sessions to be editing the tracker concurrently.
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--- ---
name: grilling name: grilling
description: Interview the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases. description: Grill the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.
--- ---
Interview me relentlessly about every aspect of this plan until we reach a shared understanding. Walk down each branch of the design tree, resolving dependencies between decisions one-by-one. For each question, provide your recommended answer. Interview me relentlessly about every aspect of this plan until we reach a shared understanding. Walk down each branch of the design tree, resolving dependencies between decisions one-by-one. For each question, provide your recommended answer.
@@ -8,3 +8,5 @@ Interview me relentlessly about every aspect of this plan until we reach a share
Ask the questions one at a time, waiting for feedback on each question before continuing. Asking multiple questions at once is bewildering. Ask the questions one at a time, waiting for feedback on each question before continuing. Asking multiple questions at once is bewildering.
If a question can be answered by exploring the codebase, explore the codebase instead. If a question can be answered by exploring the codebase, explore the codebase instead.
Do not enact the plan until I confirm we have reached a shared understanding.
@@ -158,6 +158,12 @@ _Failure mode._ Ending the current step before it is genuinely done, because the
_Avoid_: premature closure, the rush, rushing, shortcutting _Avoid_: premature closure, the rush, rushing, shortcutting
### Negation
_Failure mode._ Steering by prohibition — telling the agent what _not_ to do — which drags the forbidden behaviour into context and makes it _more_ available, not less. _Don't think of an elephant_, and the elephant is all there is; _never write verbose comments_, and verbosity is the pattern the agent has just read. The negation is a weak modifier the strongly-activated concept overruns, so the ban half-reads as an instruction to do the thing. Its **leading word** is the _elephant_: whatever a prohibition names into the frame. Cure: prompt the **positive** — describe the target behaviour ("write one-line comments") so the banned one is never spoken. A prohibition earns its place only as a hard guardrail on a behaviour you cannot phrase positively; even then, pair it with the positive target so attention lands on what to do.
_Avoid_: ironic rebound, don't-prompting, the pink elephant
## Pruning ## Pruning
Keeping a skill lean — each remedy paired with the failure it cures. Keeping a skill lean — each remedy paired with the failure it cures.
@@ -80,3 +80,4 @@ Use these to diagnose issues the user may be having with the skill.
- **Sediment** — stale layers that settle because adding feels safe and removing feels risky. The default fate of any skill without a pruning discipline. - **Sediment** — stale layers that settle because adding feels safe and removing feels risky. The default fate of any skill without a pruning discipline.
- **Sprawl** — a skill simply too long, even when every line is live and unique. Hurts readability and maintainability and wastes tokens. The cure is the ladder: disclose **reference** behind pointers, and split by **branch** or sequence so each path carries only what it needs. - **Sprawl** — a skill simply too long, even when every line is live and unique. Hurts readability and maintainability and wastes tokens. The cure is the ladder: disclose **reference** behind pointers, and split by **branch** or sequence so each path carries only what it needs.
- **No-op** — a line the model already obeys by default, so you pay load to say nothing. The test: does it change behaviour versus the default? A weak leading word (_be thorough_ when the agent is already thorough-ish) is a no-op; the fix is a stronger word (_relentless_), not a different technique. - **No-op** — a line the model already obeys by default, so you pay load to say nothing. The test: does it change behaviour versus the default? A weak leading word (_be thorough_ when the agent is already thorough-ish) is a no-op; the fix is a stronger word (_relentless_), not a different technique.
- **Negation** — steering by prohibition backfires: _don't think of an elephant_ names the elephant and makes it more available, not less. Prompt the **positive** — state the target behaviour so the banned one is never spoken; keep a prohibition only as a hard guardrail you can't phrase positively, and even then pair it with what to do instead.