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artifact-tracking

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Mis à jour23 juillet 2026 à 17:10

Token-efficient tracking for AI orchestration. CLI-first for status updates (~50 tokens), agent fallback for complex ops (~1KB). Use when: updating task status, querying blockers, creating progress files, validating phases.

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miethe

miethe/research-foundry

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Métiers associésSOC

Basé sur la classification professionnelle SOC

Développeurs de logicielsProfessions informatiques et mathématiques·SOC 15-1252

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artifact-tracking

miethe/research-foundry

2026-07-231

planning

miethe/research-foundry

Generate and optimize PRDs, Implementation Plans, and Progress Tracking documents optimized as AI artifacts for development agents. Use when creating new feature plans, breaking down long planning docs (>800 lines), or setting up progress tracking. Supports: 1) Create PRD from feature request, 2) Create Implementation Plan from PRD with phase breakdown and subagent assignments, 3) Optimize existing plans by breaking into phase-specific files, 4) Create progress tracking with task assignments. Example: "Create a PRD for user authentication feature" or "Break down the sidebar-polish implementation plan into phase files" or "Create progress tracking for data-layer-fixes PRD".

2026-07-231

planning

miethe/research-foundry

2026-07-231

research-foundry

miethe/research-foundry

Drives the Research Foundry control plane — a Markdown/YAML-first research pipeline that captures an idea, routes it through source discovery, claim mapping, synthesis, and deterministic verification, then publishes an evidence bundle. Use when the operator wants to run, plan, or audit an end-to-end research run with the `rf` CLI, or wants claim-traceable, governance-gated research instead of a freehand answer.

2026-07-221

research-foundry-swarm

miethe/research-foundry

Installs and initializes a Research Foundry workspace from scratch, then orchestrates a Claude Code agent swarm to produce a claim-verified evidence bundle. Covers the uv-tool install, `rf init`, `rf doctor` bootstrap sequence; the two swarm-drive patterns (RF-native `rf swarm run` vs. Claude-Code-orchestrated discovery feeding `rf ingest`); the deterministic tail that converts raw sources into a verified, governance-gated report; and key-profile governance. Cross-links the `research-foundry` skill for the full 21-step pipeline loop and per-command reference. Use when an agent needs to stand up a Research Foundry workspace from scratch or orchestrate a Claude Code agent swarm into a claim-verified evidence bundle.

2026-07-101

dev-execution

miethe/research-foundry

Unified execution engine for all development workflows. Progressive disclosure for phase execution, quick features, story completion, and scaffolding. Integrates with artifact-tracking and meatycapture-capture. Use when running /dev:execute-phase, /dev:quick-feature, /dev:implement-story, /dev:complete-user-story, or /dev:create-feature commands.

2026-06-251

Operation	Command	Tokens
Mark complete	`python scripts/update-status.py -f FILE -t TASK-X -s completed --started TS --completed TS`	~50
Batch update	`python scripts/update-batch.py -f FILE --updates "T1:completed,T2:completed"`	~100
Query pending	`python scripts/query_artifacts.py --status pending`	~50
Validate	`python scripts/validate_artifact.py -f FILE`	~50
Update fields	`python scripts/update-field.py -f FILE --set "priority=high"`	~50
Scan migration	`python scripts/migrate-frontmatter.py --scan`	~100
Phase gate	`python scripts/validate-phase-completion.py -f FILE`	~50
AC coverage	`python scripts/ac-coverage-report.py --plan PLAN --progress P`	~100
AC dry-check	`python scripts/ac-coverage-report.py --plan PLAN --dry`	~50

Script	Purpose
`update-status.py`	Update one task status; enforces completion gate (timestamps/evidence required)
`update-batch.py`	Batch-update multiple task statuses
`manage-plan-status.py`	Read/update/query planning doc status and arbitrary fields
`validate_artifact.py`	Validate frontmatter against schema (`doc_type` auto-detect, strict mode)
`validate-phase-completion.py`	Block phase `completed` if any task missing `started`/`completed`/`verified_by`/`evidence`
`ac-coverage-report.py`	Two-way AC↔task coverage matrix; `--dry` checks vague ACs for `target_surfaces`
`query_artifacts.py`	Query metadata across planning/progress/worknotes docs
`migrate-frontmatter.py`	Scan/dry-run/migrate missing `schema_version`/`doc_type`
`update-field.py`	Generic `--set` and `--append` updates with schema validation

Flag	Type	Purpose
`--started`	ISO-8601 string	Writes `started:` on the task
`--completed`	ISO-8601 string	Writes `completed:` on the task
`--evidence KEY:VALUE`	Repeatable	Appends to `evidence:` list (`commit:sha`, `screenshot:path`, `test:path`)
`--verified-by TASK_ID`	Repeatable	Appends to `verified_by:` list; deduplicates
`--force`	Flag	Bypass completion gate (logs WARNING)

Operation	Command	Tokens
Read status	`python scripts/manage-plan-status.py --read FILE`	~50
Update status	`python scripts/manage-plan-status.py --file FILE --status STATUS`	~50
Update any field	`python scripts/manage-plan-status.py --file FILE --field priority --value high`	~50
Query plans	`python scripts/manage-plan-status.py --query --status STATUS --type TYPE`	~100

Type	Location	Limit
Progress	`.claude/progress/[prd]/phase-N-progress.md`	ONE per phase
Context	`.claude/worknotes/[prd]/context.md`	ONE per PRD
Bug fixes	`.claude/worknotes/fixes/bug-fixes-YYYY-MM.md`	ONE per month
Observations	`.claude/worknotes/observations/observation-log-MM-YY.md`	ONE per month

artifact-tracking

Artifact Tracking Skill

Quick Operations (CLI First)

Script Inventory

Completion Gate (§4.4 of delivery-quality spec)

Phase Exit Gate

AC Coverage Matrix

Plan Status Management

File Locations

YAML Quick Reference (v2)

Schema Inventory

Post-Implementation Updates

Detailed References

Artifact Tracking Skill

Quick Operations (CLI First)

Script Inventory

Completion Gate (§4.4 of delivery-quality spec)

Phase Exit Gate

AC Coverage Matrix

Plan Status Management

File Locations

YAML Quick Reference (v2)

Schema Inventory

Post-Implementation Updates

Detailed References

name	artifact-tracking
description	Token-efficient tracking for AI orchestration. CLI-first for status updates (~50 tokens), agent fallback for complex ops (~1KB). Use when: updating task status, querying blockers, creating progress files, validating phases.

Schema	Purpose
`envelope.schema.yaml`	Shared CCDash frontmatter envelope
`prd.schema.yaml`	PRD frontmatter
`implementation-plan.schema.yaml`	Implementation plan frontmatter
`phase-plan.schema.yaml`	Phase breakdown frontmatter
`spike.schema.yaml`	SPIKE frontmatter
`quick-feature.schema.yaml`	Quick feature frontmatter
`design-spec.schema.yaml`	Design specification / ideation frontmatter (maturity gradient: idea → promoted)
`meta-plan.schema.yaml`	Workflow/process/tooling plans in `.claude/plans/`
`report.schema.yaml`	Report frontmatter (extended: `report_category`, `promoted_to`, `source`)
`feature-contract.schema.yaml`	Tier 1 Feature Contract (3–8 pt features; replaces PRD + Implementation Plan)
`progress.schema.yaml`	Progress tracking (backward-compatible)
`context.schema.yaml`	Context worknotes (backward-compatible)
`bug-fix.schema.yaml`	Bug-fix logs (backward-compatible)
`observation.schema.yaml`	Observation logs (backward-compatible)