AGENT SKILL

relentless-vision-pursuit

Use for a recurring, generative pursuit run that closes the gap between what a project is today and the ideal its doctrine describes: lane-sequenced audits of every surface against the applicable quality bar, vision-grounded ideation lenses, synthesis into a ranked move list with tier-board movement across runs, and a gated (never auto-released) work plan. Triggers: "run the vision pursuit", "what's the next best step toward the vision", "relentlessly improve this project", "audit the whole project against the ideal", "generate the next round of improvements".

License 许可
MIT
最近更新
2026-11-10
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01 前言 Front Matter

name
relentless-vision-pursuit
metadata
{ "owner": "tze", "status": "active", "authors": [ "tze", "Claude Fable 5", "Claude Fable 5.1" ], "last_reviewed": "2026-10-21" }
description
Use for a recurring, generative pursuit run that closes the gap between what a project is today and the ideal its doctrine describes: lane-sequenced audits of every surface against the applicable quality bar, vision-grounded ideation lenses, synthesis into a ranked move list with tier-board movement across runs, and a gated (never auto-released) work plan. Triggers: "run the vision pursuit", "what's the next best step toward the vision", "relentlessly improve this project", "audit the whole project against the ideal", "generate the next round of improvements".
compatibility
Needs repo-root access and doctrine (about/heart-and-soul/). Audit and ideation lanes want a subagent facility with session continuation, plus bd (beads). Both degrade: small projects run everything inline, sequentially, and without bd the ranked move list stays in the dossier. The closeout questionnaire uses ../user-questionnaire/ scripts (uv, Python 3.11+).

02 资源文件 10

03 SKILL.md 正文

Relentless Vision Pursuit

A recurring, generative audit loop. The goal is not to verify correctness (that is ../project-review/SKILL.md) but to relentlessly close the gap between what the project is today and the ideal its doctrine describes. Each run produces new moves — never a re-filing of what a prior run already found — and measures movement since the last run.

The posture, which every dispatched prompt inherits:

  • Judge against the north star, quoted from the prior dossier or re-derived from about/heart-and-soul/vision.md. Verdicts are gap-to-ideal, not pass/fail.
  • Propose the ideal. Backward compatibility inside the project's own surface is waived by default — redesigns and removals are in scope; note migration cost, don't let it veto the move. External consumers' contracts are never waived silently.
  • Fewer new findings after a release is success, not failure. Report tier movement prominently; never pad the move list to hit a count.

Do not use when

  • Correctness or health question ("is it wired", "score this repo") → ../project-review/SKILL.md.
  • One concrete feature to specify → ../project-feature-request/SKILL.md.
  • Quick candidate brief with no orchestration → ../project-direction/SKILL.md ideation focus mode.
  • Sequencing already-approved work → ../project-direction/SKILL.md.

Phase 0 — Ground and scope (inline, before any lane)

  1. Doctrine. Read about/heart-and-soul/ (vision, non-negotiables, NOT-boundaries) plus any normative design-language or architecture spec the project keeps. Absent → stop and recommend ../project-shape/ bootstrap: a pursuit without a vision is a random walk.
  2. Surface inventory. Enumerate from the project's source-of-truth artifact for its type — route table for frontends, command tree for CLIs, public API for libraries, module map from about/lay-and-land/ otherwise — never a directory listing. Group routes/modules into cohesive surfaces and order them for locality (adjacent surfaces share code). That order is the audit lane's walk.
  3. Already-known ledger — the dedup input injected verbatim into each lane's opening prompt: prior pursuit dossiers (move lists + tier boards), open/in-flight beads (bd list --json), recently merged work on the audited surfaces, and about/legends-and-lore/ideas-ledger.md. Compress to a bullet list: "known and in-flight — do not re-report".
  4. Tier-board baseline from the newest prior dossier so this run reports movement. First run: no baseline — say so, don't fabricate one.
  5. If a prior pursuit epic shipped since the last run, start with a scoped ../project-review/SKILL.md verification pass over the surfaces it touched; only verified landings count as movement.

Phase 1 — Surface pursuit (audit lane)

One long-lived audit lane walks every surface in locality order, one per turn, then runs the cross-cutting sweeps chosen for the project: discoverability/shell, visual language, interaction speed, accessibility for human surfaces; architecture seams, test rigor, operability for code surfaces. Non-negotiables baked into every prompt:

  • Hold the surface to the applicable bar: /th-design (one relevant subskill) for human-facing surfaces, /th-engineering for code-facing ones.
  • Judge against the quoted north star; every finding cites file:line.
  • Every surface gets a verdict tier — world-class | solid | functional | weak | broken — a gap paragraph, and a ranked move list.
  • The already-known ledger is in the lane's opening prompt; the lane drops duplicates, not the synthesizer.

Phase 2 — Vision pursuit lenses (ideation lane, concurrent with Phase 1)

Ideation at scale. Lens definitions, fit-trace discipline, and the mandate-grounded vs vision-extending classing all come from ../project-direction/references/ideation.md — do not redefine them here. Beyond its base lenses, derive 3–6 project-specific lenses from topology and doctrine (e.g. integrations, the core loop's latency/cost, data or knowledge growth, proactivity/automation, cross-component collaboration). One ideation lane runs the lenses in turn; each lens turn returns concrete, integration-point-named proposals (which module, schema, or spec would change), scored owner-value vs build-cost, deduped against the ledger.

Phase 3 — Synthesis (orchestrator, barrier after Phases 1–2)

The strategic core — keep it on the session's model, inline. Read inputs from the durable harvest file, never from live lane returns (see execution discipline §3). Produce:

  • Tier board with movement vs baseline (verified movement only; inferred movement labeled).
  • Systemic themes — cross-surface defects with exemplars.
  • One ranked move list (~10–15) mixing surface moves and vision extensions; each move: what, why (doctrine citation), evidence, rough slice plan. Vision-extending moves carry their doctrine-amendment prerequisite.

Phase 4 — Deliverables

Dossier + data JSON, gated beads epic, the owner dossier questionnaire, and a memory line — formats and the gate protocol in references/pursuit-deliverables.md. A pursuit run is planning, never execution: nothing it files may be runnable until the owner releases the gate.

Phase 5 — Owner dossier questionnaire (closeout)

The run ends by handing the owner its hard gates as one ../user-questionnaire/SKILL.md packet, published as a web form: gate-release scope, each vision-extending move's doctrine amendment, any external-contract waiver, and nothing else. Items are drafted, adversarially reviewed by a fresh subagent, validated, and served by script; the final report ends with the printed QUESTIONNAIRE_URL= line. Admission rules, item shapes, and what the next session does with the answers are in references/pursuit-deliverables.md § Owner dossier questionnaire. A run with no owner gates says so instead of inventing items.

Execution discipline

Load references/execution-discipline.md before dispatching any lane. Four hard rules: lanes not batches (≤3 sessions in flight), model routing by task difficulty, checkpoint-to-disk per unit, and cadence/resume hygiene. Violating one is a defect in the run, not a style choice.

Handoffs

  • Released moves that need behavior specification → the ../project-feature-request/SKILL.md funnel as fuzzy input; vision-extending moves enter knowing Gate 2 requires doctrine amendment or rejection.
  • Gate release → the owner's move, recorded through the closeout questionnaire; the applying session closes the gate only on an Agreed release answer with apply_now. Execution belongs to /beads-orchestration (beads-coordinator), never to this skill.
  • Owner answers → the next session runs questionnaire_web.py ingest before anything else and routes per the user-questionnaire apply checklist.
  • Next run verifies this run's shipped moves via a scoped ../project-review/SKILL.md pass (Phase 0 step 5).

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