goals
'Maintain GOALS.yaml and GOALS.md fitness specifications. Measure fitness, manage directives, track drift, add/prune goals. Triggers: "goals", "goal status", "show goals", "add goals", "prune goals", "clean goals", "goal drift", "goal history", "export goals", "meta goals", "migrate goals".'
npx skills add boshu2/agentops --skill goalsBefore / After 效果对比
0 组description 文档
name: goals description: 'Maintain GOALS.yaml and GOALS.md fitness specifications. Measure fitness, manage directives, track drift, add/prune goals. Triggers: "goals", "goal status", "show goals", "add goals", "prune goals", "clean goals", "goal drift", "goal history", "export goals", "meta goals", "migrate goals".' skill_api_version: 1 context: window: fork intent: mode: task sections: exclude: [HISTORY] intel_scope: topic metadata: tier: product dependencies: []
/goals — Fitness Goal Maintenance
Maintain GOALS.yaml and GOALS.md fitness specifications. Use
ao goalsCLI for all operations.
YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it.
Quick Start
/goals # Measure fitness (default)
/goals init # Bootstrap GOALS.md interactively
/goals steer # Manage directives
/goals add # Add a new goal
/goals drift # Compare snapshots for regressions
/goals history # Show measurement history
/goals export # Export snapshot as JSON for CI
/goals meta # Run meta-goals only
/goals validate # Validate structure
/goals prune # Remove stale gates
/goals migrate # Migrate YAML to Markdown
Format Support
| Format | File | Version | Features | |--------|------|---------|----------| | YAML | GOALS.yaml | 1-3 | Goals with checks, weights, pillars | | Markdown | GOALS.md | 4 | Goals + mission + north/anti stars + directives |
When both files exist, GOALS.md takes precedence.
Mode Selection
Parse the user's input:
| Input | Mode | CLI Command |
|-------|------|-------------|
| /goals, /goals measure, "goal status" | measure | ao goals measure |
| /goals init, "bootstrap goals" | init | ao goals init |
| /goals steer, "manage directives" | steer | ao goals steer |
| /goals add, "add goal" | add | ao goals add |
| /goals drift, "goal drift" | drift | ao goals drift |
| /goals history, "goal history" | history | ao goals history |
| /goals export, "export goals" | export | ao goals export |
| /goals meta, "meta goals" | meta | ao goals meta |
| /goals validate, "validate goals" | validate | ao goals validate |
| /goals prune, "prune goals", "clean goals" | prune | ao goals prune |
| /goals migrate, "migrate goals" | migrate | ao goals migrate |
Measure Mode (default) — Observe
Step 1: Run Measurement
ao goals measure --json
Parse the JSON output. Extract per-goal pass/fail, overall fitness score.
Step 2: Directive Gap Assessment (GOALS.md only)
If the goals file is GOALS.md format:
ao goals measure --directives
For each directive, assess whether recent work has addressed it:
- Check git log for commits mentioning the directive title
- Check beads/issues related to the directive topic
- Rate each directive: addressed / partially-addressed / gap
Step 3: Report
Present fitness dashboard:
Fitness: 5/7 passing (71%)
Gates:
[PASS] build-passing (weight 8)
[FAIL] test-passing (weight 7)
└─ 3 test failures in pool_test.go
Directives:
1. Expand Test Coverage — gap (no recent test additions)
2. Reduce Complexity — partially-addressed (2 refactors this week)
Init Mode
ao goals init
Or with defaults:
ao goals init --non-interactive
Creates a new GOALS.md with mission, north/anti stars, first directive, and auto-detected gates. Error if file already exists.
Steer Mode — Orient/Decide
Step 1: Show Current State
Run measure mode first to show current fitness and directive status.
Step 2: Propose Adjustments
Based on measurement:
- If a directive is fully addressed → suggest removing or replacing
- If fitness is declining → suggest new gates
- If idle rate is high → suggest new directives
Step 3: Execute Changes
Use CLI commands:
ao goals steer add "Title" --description="..." --steer=increase
ao goals steer remove 3
ao goals steer prioritize 2 1
Add Mode
Add a single goal to the goals file. Format-aware — writes to GOALS.yaml or GOALS.md depending on which format is detected.
ao goals add <id> <check-command> --weight=5 --description="..." --type=health
| Flag | Default | Description |
|------|---------|-------------|
| --weight | 5 | Goal weight (1-10) |
| --description | — | Human-readable description |
| --type | — | Goal type (health, architecture, quality, meta) |
Example:
ao goals add go-coverage-floor "bash scripts/check-coverage.sh" --weight=3 --description="Go test coverage above 60%"
Drift Mode
Compare the latest measurement snapshot against a previous one to detect regressions.
ao goals drift # Compare latest vs previous snapshot
Reports which goals improved, regressed, or stayed unchanged.
History Mode
Show measurement history over time for all goals or a specific goal.
ao goals history # All goals, all time
ao goals history --goal go-coverage # Single goal
ao goals history --since 2026-02-01 # Since a specific date
ao goals history --goal go-coverage --since 2026-02-01 # Combined
Useful for spotting trends and identifying oscillating goals.
Export Mode
Export the latest fitness snapshot as JSON for CI consumption or external tooling.
ao goals export
Outputs the snapshot to stdout in the fitness snapshot schema (see references/goals-schema.md).
Meta Mode
Run only meta-goals (goals that validate the validation system itself). Useful for checking allowlist hygiene, skip-list freshness, and other self-referential checks.
ao goals meta --json
See references/goals-schema.md for the meta-goal pattern.
Validate Mode
ao goals validate --json
Reports: goal count, version, format, directive count, any structural errors or warnings.
Prune Mode
ao goals prune --dry-run # List stale gates
ao goals prune # Remove stale gates
Identifies gates whose check commands reference nonexistent paths. Removes them and re-renders the file.
Migrate Mode
Convert between goal file formats.
ao goals migrate --to-md # Convert GOALS.yaml → GOALS.md
ao goals migrate # Migrate GOALS.yaml to latest YAML version
The --to-md flag creates a GOALS.md with mission, north/anti stars sections, and converts existing goals into the Gates table format. The original YAML file is backed up.
Examples
Checking fitness and directive gaps
User says: /goals
What happens:
- Runs
ao goals measure --jsonto get gate results - If GOALS.md format, runs
ao goals measure --directivesto get directive list - Assesses each directive against recent work
- Reports combined fitness + directive gap dashboard
Result: Dashboard showing gate pass rates and directive progress.
Bootstrapping goals for a new project
User says: /goals init
What happens:
- Runs
ao goals initwhich prompts for mission, stars, directives, and auto-detects gates - Creates GOALS.md in the project root
Result: New GOALS.md ready for /evolve consumption.
Adding a new goal after a post-mortem
User says: /goals add go-parser-fuzz "cd cli && go test -fuzz=. ./internal/goals/ -fuzztime=10s" --weight=3 --description="Markdown parser survives fuzz testing"
What happens:
- Runs
ao goals addwith the provided arguments - Writes the new goal in the correct format (YAML or Markdown)
Result: New goal added, measurable on next /goals run.
Troubleshooting
| Problem | Cause | Solution |
|---------|-------|----------|
| "goals file already exists" | Init called on existing project | Use /goals to measure, or delete file to re-init |
| "directives require GOALS.md format" | Tried steer on YAML file | Run ao goals migrate --to-md first |
| No directives in measure output | GOALS.yaml doesn't support directives | Migrate to GOALS.md with ao goals migrate --to-md |
| Gates referencing deleted scripts | Scripts were renamed or removed | Run /goals prune to clean up |
| Drift shows no history | No prior snapshots saved | Run ao goals measure at least twice first |
| Export returns empty | No snapshot file exists | Run ao goals measure to create initial snapshot |
See Also
/evolve— consumes goals for fitness-scored improvement loopsreferences/goals-schema.md— schema definition for both formatsreferences/generation-heuristics.md— goal quality criteria
Reference Documents
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