Brummel 62060ba124 planner: skill + plan-recon agent migrated
Sixth skill via the boss pattern. planner is the spec→executable-
plan transformation; plan-recon is its read-only file-mapper.

Vocabulary substitutions:
- AILang → "this project"
- milestone → cycle
- Boss → orchestrator
- ailang-plan-recon → plan-recon
- "the architect's Lockstep invariants table" → "the project's
  CLAUDE.md lockstep-invariant pairs" (the lockstep pairs are
  project-specific; the plugin only carries the pattern that
  the orchestrator may declare them)

AILang-specific bits dropped or generalized:
- `docs/specs/<milestone>.md` / `docs/plans/NNNN-<iteration>.md`
  → `paths.spec_dir` / `paths.plan_dir`
- `cargo test --workspace -p <crate>` → "the project's test
  command from commands.test, scoped to this test" + generic
  template
- `cargo check`, `cargo expand` → "the project's type-checker
  / compiler" and "the project's macro-expansion tool" with
  Rust/TypeScript examples in parentheses
- Rust code-snippet template in Step 3 → language-neutral
  placeholder with `(exact source code here)` annotations
- Specific past-iter references (loop-recur.1, loop-recur.2,
  loop-recur.tidy, remove-mut-var-assign.1, form_a.md,
  iter-revert Concern 2, iter effect-doc-honesty Task 2, iter
  loop-recur.3 Concern) → generic "recurring defect family
  in this project's history" (the discipline survives; the
  AILang iter codes that wouldn't parse for a plugin reader
  go away)
- `error[E0061]` Rust-specific compiler error code → "hard
  compile error" (universal)

Universal substance preserved verbatim:
- Iron Law (3 lines)
- Six-step process (read spec → map structure → write tasks
  → header → self-review → hand off)
- Step 5 self-review checklist — all 8 calibrated checks
  (spec coverage, placeholder scan, type consistency, step
  granularity, no commit steps, pin/replacement substring
  contiguity, compile-gate vs deferred-caller ordering,
  verification-command filter strings must resolve)
- All 6 Common Rationalisations rows
- All 6 Red Flags bullets
- plan-recon's nine-step process incl. compile-driven
  enumeration (Step 5) and spec-named-path existence table
  (Step 6)
- plan-recon's output format including all five sections
  (Files, Compile-driven site set, Non-compile-checked
  sites, Spec-named-path existence table, Anchors not yet
  present)
- plan-recon's 8 Common Rationalisations rows and 9 Red
  Flags bullets

Calibrated discipline kept (per memory feedback_dont_strip_
repeated_discipline.md): the three plan-defect families flagged
by user memory (pin/replacement soft-wrap, compile-gate vs
deferred caller, verification filter must resolve) all stay
verbatim — they are project-history scaffolding, just
de-AILang'd in the references.
2026-05-28 16:05:38 +02:00

skills

A self-contained set of development-cycle skills and agents for Claude Code. Originally distilled from the AILang project's in-tree skills/ directory and generalised so it can carry the same discipline across any project.

The plugin is mechanics: pipeline shape, hard-gates, TDD, RED-first bug fixing, agent-template, working-tree-as-quarantine, status protocol. It does not know your project's paths, build commands, vocabulary, or domain-specific contracts. Those live in a small per-project profile file (.claude/dev-cycle-profile.yml) plus the project's CLAUDE.md.

What's in the box

Eight skills, each with the agents it primarily dispatches:

Skill Trigger Output Mandatory?
brainstorm New cycle starting spec under the configured spec dir Hard-gate before plan
planner New iteration within an open cycle plan under the configured plan dir Hard-gate before implement
implement Plan exists code + tests, uncommitted in working tree Standard iteration path
audit Cycle closing OR baseline drift suspected drift report + regression report Mandatory at cycle close
debug Bug observed RED test in working tree + cause analysis Mandatory RED-first for any bug
fieldtest Orchestrator-dispatched post-audit, surface-touching cycle example fixtures + friction spec Optional
docwriter API surface stable across N cycles rustdoc / docstring sweep Optional
boss User types /boss autonomous-orchestrator session — dispatches the other skills until done-state or bounce-back User-invoked, never auto-dispatched

Vocabulary is configurable. AILang calls a cycle a milestone and a sub-cycle an iteration; your project may call them release and sprint, or epic and story, or whatever fits.

The two-layer split

This repo (the plugin) carries everything that is universal:

  • Pipeline form: design → plan → execute → review → close
  • Hard-gates between phases
  • TDD as an independent inner-loop discipline
  • RED-first bug fixes
  • Agent template (frontmatter / Iron Law / standing reading / process / status / output / rationalisations / red flags)
  • Status protocol: DONE / DONE_WITH_CONCERNS / PARTIAL / BLOCKED / NEEDS_CONTEXT
  • Working-tree-as-quarantine and only-orchestrator-commits
  • main HEAD sacrosanct
  • No nested subagent dispatch (Claude Code platform constraint)
  • No orphan agents

Your project carries a small profile that fills the slots:

  • Paths: spec dir, plan dir, design ledger, code roots, bench dir
  • Commands: build, test, lint, regression scripts
  • Vocabulary: cycle name, sub-cycle name, ledger-entry name
  • Naming: counter prefix vs date prefix vs flat, slug shape
  • Standing reading list: concrete files, per role
  • Git: issue tracker kind, close marker, main-protection policy
  • Pipeline customisations: which phases are mandatory, when optional ones fire

See docs/profile-schema.md for the full schema and templates/project-profile.yml for a copy-and-fill starting point.

Install

See INSTALL.md. In short: clone, run install.sh, then drop a dev-cycle-profile.yml into each project that should use the plugin.

Status

Migration from AILang's in-tree ~/dev/ailang/skills/ is in progress. The boss skill is the landed pilot; the remaining seven skills follow. See docs/migration.md for the per-skill and per-agent migration checklists and the expected final layout.

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