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Agentic Governance

Keep your constraints healthy — lifecycle management with automatic staleness detection.

Rating
3.8 (379 reviews)
Downloads
1,025 downloads
Version
1.0.0

Overview

Keep your constraints healthy — lifecycle management with automatic staleness detection.

Complete Documentation

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governance (治理)

Unified skill for constraint governance state, periodic reviews, index generation, round-trip verification, and schema migration. Consolidates 6 granular skills.

Trigger: 定期保守 (periodic maintenance) or HEARTBEAT

Source skills: constraint-reviewer, index-generator, round-trip-tester, governance-state, slug-taxonomy, adoption-monitor (from safety)

Installation

bash
openclaw install leegitw/governance

Dependencies:

  • leegitw/constraint-engine (for constraint data)
  • leegitw/failure-memory (for observation data)
bash
# Install full governance stack
openclaw install leegitw/context-verifier
openclaw install leegitw/failure-memory
openclaw install leegitw/constraint-engine
openclaw install leegitw/governance

Standalone usage: Index generation and round-trip verification work independently. Full governance features require constraint-engine and failure-memory integration.

Data handling: This skill operates within your agent's trust boundary. When triggered, it uses your agent's configured model for governance analysis and review. No external APIs or third-party services are called. Results are written to output/governance/ in your workspace.

What This Solves

Constraints that never get reviewed become stale. Rules that never get challenged become dogma. This skill manages the lifecycle:

  • State tracking — know which constraints are active, suspended, or retired
  • Periodic reviews — 90-day gates to re-evaluate constraints against current evidence
  • Index generation — dashboards showing constraint health at a glance
The insight: Good governance is proactive. Constraints need maintenance, not just creation.

Usage

text
/gov <sub-command> [arguments]

Sub-Commands

CommandCJKLogicTrigger
/gov state状態central_state, event→alertHEARTBEAT
/gov review審査constraints.due→review_queueHEARTBEAT
/gov index索引skills[]→INDEX.mdExplicit
/gov verify検証round_trip(source↔compiled)→sync✓∨drift✗Explicit
/gov migrate移行schema.v(n)→schema.v(n+1)Explicit

Arguments

/gov state

ArgumentRequiredDescription
--summaryNoShow summary only (default: full state)
--alertsNoShow pending alerts only

/gov review

ArgumentRequiredDescription
--dueNoShow only due reviews (default)
--allNoShow all constraints with review dates
--completeNoMark review as complete

/gov index

ArgumentRequiredDescription
--pathNoOutput path (default: agentic/INDEX.md)
--formatNoFormat: markdown (default), json

/gov verify

ArgumentRequiredDescription
sourceYesSource file or directory
compiledYesCompiled/generated file or directory
--strictNoFail on any difference

/gov migrate

ArgumentRequiredDescription
--toYesTarget schema version
--dry-runNoShow changes without applying

Configuration

Configuration is loaded from (in order of precedence):

  • .openclaw/governance.yaml (OpenClaw standard)
  • .claude/governance.yaml (Claude Code compatibility)
  • Defaults (built-in)

Core Logic

Governance State Model

text
┌─────────────────────────────────────────┐
│           GOVERNANCE STATE               │
├─────────────────────────────────────────┤
│ Constraints:                             │
│   - Active: 5                           │
│   - Draft: 2                            │
│   - Retiring: 1                         │
│   - Retired: 12                         │
├─────────────────────────────────────────┤
│ Reviews:                                 │
│   - Due: 2 (approaching 90-day mark)    │
│   - Overdue: 0                          │
├─────────────────────────────────────────┤
│ Health:                                  │
│   - Circuit: CLOSED                     │
│   - Violations (30d): 3                 │
│   - Adoption rate: 85%                  │
├─────────────────────────────────────────┤
│ Alerts:                                  │
│   - [WARN] CON-001 due for review       │
│   - [INFO] 2 new observations eligible  │
└─────────────────────────────────────────┘

Review Cycle

Constraints require periodic review. The review cadence is configurable (default: 90 days):

yaml
# .openclaw/governance.yaml
governance:
  review_cadence_days: 90    # Default
  warning_threshold: 15      # Days before due to warn

Days Since Last ReviewStatusAction
0-75CurrentNo action
76-90ApproachingWarning alert
91+OverdueEscalation alert
⚠️ Advisory Only: This review cycle is not enforced programmatically.
Compliance relies on HEARTBEAT P3 checks and manual diligence.
Automated enforcement (/gov review --automated) is planned for future release.
See HEARTBEAT.md for current verification schedule.

Adoption Monitoring

Track constraint adoption across sessions:

MetricCalculationTarget
Adoption rateSessions with constraint used / Total sessions>80%
Violation rateViolations / Checks<5%
Override rateOverrides / Violations<20%

Slug Taxonomy

Standard slug prefixes for observations and constraints:

PrefixDomainExamples
git-Version controlgit-commit-message, git-branch-naming
test-Testingtest-before-commit, test-coverage
workflow-Processworkflow-pr-review, workflow-deploy
security-Securitysecurity-no-secrets, security-auth
docs-Documentationdocs-update-readme, docs-api
quality-Code qualityquality-lint, quality-format

Output

/gov state output

text
[GOVERNANCE STATE]
Updated: 2026-02-15 10:30:00

=== Constraints ===
Active: 5 | Draft: 2 | Retiring: 1 | Retired: 12

=== Circuit Breaker ===
Status: CLOSED (healthy)
Violations (30d): 3

=== Reviews ===
Due: 2 constraints approaching 90-day mark
  - CON-20251120-001: "Always run tests" (day 87)
  - CON-20251125-003: "Lint before commit" (day 82)

=== Adoption ===
Rate: 85% (target: >80%)
Sessions tracked: 47

=== Alerts ===
[WARN] CON-20251120-001 due for review in 3 days
[INFO] 2 observations eligible for constraint generation

/gov review output

text
[CONSTRAINT REVIEW QUEUE]

Due for review (2):

1. CON-20251120-001: "Always run tests before commit"
   Age: 87 days | Status: active
   Violations (90d): 2 | Overrides: 0
   Adoption: 92%

   Options:
   a) Renew for 90 days: /ce lifecycle CON-20251120-001 active
   b) Begin retirement: /ce lifecycle CON-20251120-001 retiring
   c) Immediate retire: /ce lifecycle CON-20251120-001 retired

2. CON-20251125-003: "Always lint before commit"
   Age: 82 days | Status: active
   Violations (90d): 5 | Overrides: 1
   Adoption: 78%

   [WARN] Below adoption target (80%)
   Consider: Clarify constraint or improve tooling

/gov index output

text
[INDEX GENERATED]
Path: agentic/INDEX.md
Skills: 7
Updated: 2026-02-15 10:30:00

Contents:
- failure-memory (fm) - Core
- constraint-engine (ce) - Core
- context-verifier (cv) - Foundation
- review-orchestrator (ro) - Review
- governance (gov) - Governance
- safety-checks (sc) - Safety
- workflow-tools (wt) - Extensions

/gov verify output

text
[ROUND-TRIP VERIFICATION]
Source: docs/constraints/
Compiled: output/constraints/

Status: ✓ IN SYNC

Files checked: 12
Matches: 12
Drifts: 0

Example: Compliance Review

text
/gov review --all
[CONSTRAINT REVIEW QUEUE]

Compliance Status (SOC 2):

1. CON-20260101-001: "Always encrypt PII at rest"
   Age: 45 days | Status: active
   Compliance: SOC 2 CC6.1
   Violations (90d): 0 | Adoption: 100%
   ✓ Compliant

2. CON-20260115-002: "Always log authentication events"
   Age: 31 days | Status: active
   Compliance: SOC 2 CC6.2
   Violations (90d): 1 | Adoption: 98%
   ⚠ Review violation on 2026-02-01

Summary: 12 constraints | 11 compliant | 1 needs review

Example: Security Audit Preparation

text
/gov state --summary
[GOVERNANCE STATE]
Updated: 2026-02-15 14:00:00

Audit Readiness:
  Security constraints: 8 active
  Last review: 2026-02-10
  Violations (90d): 2 (both resolved)
  Override rate: 5% (within policy)

Recommendation: Ready for external audit.

Integration

  • Layer: Governance
  • Depends on: constraint-engine (for constraint data), failure-memory (for observation data)
  • Used by: None (top-level governance)

Failure Modes

ConditionBehavior
Invalid sub-commandList available sub-commands
No constraints foundInfo: "No constraints in system"
State file corruptedRebuild from constraint files
Migration conflictShow conflicts, require manual resolution

Next Steps

After invoking this skill:

ConditionAction
Reviews dueProcess each review, update lifecycle
Alerts pendingSurface to user, track resolution
Index outdatedRegenerate INDEX.md
Drift detectedInvestigate and reconcile

Workspace Files

This skill reads/writes:

text
output/
├── governance/
│   ├── state.json           # Central governance state
│   ├── reviews/             # Review records
│   │   └── YYYY-MM-DD.md
│   └── alerts.json          # Pending alerts
└── constraints/
    └── metadata.json        # Constraint metadata (adoption, violations)

agentic/
└── INDEX.md                 # Generated skill index

Security Considerations

What this skill accesses:

  • Configuration files in .openclaw/governance.yaml and .claude/governance.yaml
  • Constraint data from output/constraints/ (via constraint-engine)
  • Observation data from .learnings/ (via failure-memory)
  • Its own output directory output/governance/
  • Skill index file agentic/INDEX.md
What this skill does NOT access:
  • Files outside declared workspace paths
  • System environment variables
  • Network resources or external APIs
What this skill does NOT do:
  • Send data to external services
  • Execute arbitrary code
  • Modify files outside its workspace
Dependency note: This skill reads data from constraint-engine and failure-memory skill workspaces. Install the full governance stack for complete functionality.

Acceptance Criteria

  • [ ] /gov state shows complete governance overview
  • [ ] /gov state surfaces alerts for due reviews
  • [ ] /gov review lists constraints due for 90-day review
  • [ ] /gov review provides clear renewal/retirement options
  • [ ] /gov index generates skill index from SKILL.md files
  • [ ] /gov verify detects drift between source and compiled
  • [ ] /gov migrate handles schema version transitions
  • [ ] Adoption metrics tracked and reported
  • [ ] Workspace files follow documented structure

Consolidated from 6 skills as part of agentic skills consolidation (2026-02-15).

Installation

Terminal bash

openclaw install agentic-governance
    
Copied!

💻Code Examples

openclaw install leegitw/governance

openclaw-install-leegitwgovernance.txt
**Dependencies**:
- `leegitw/constraint-engine` (for constraint data)
- `leegitw/failure-memory` (for observation data)

openclaw install leegitw/governance

openclaw-install-leegitwgovernance.txt
**Standalone usage**: Index generation and round-trip verification work independently.
Full governance features require constraint-engine and failure-memory integration.

**Data handling**: This skill operates within your agent's trust boundary. When triggered,
it uses your agent's configured model for governance analysis and review. No external APIs
or third-party services are called. Results are written to `output/governance/` in your workspace.

## What This Solves

Constraints that never get reviewed become stale. Rules that never get challenged become dogma. This skill manages the lifecycle:

1. **State tracking** — know which constraints are active, suspended, or retired
2. **Periodic reviews** — 90-day gates to re-evaluate constraints against current evidence
3. **Index generation** — dashboards showing constraint health at a glance

**The insight**: Good governance is proactive. Constraints need maintenance, not just creation.

## Usage

/gov <sub-command> [arguments]

gov-sub-command-arguments.txt
## Sub-Commands

| Command | CJK | Logic | Trigger |
|---------|-----|-------|---------|
| `/gov state` | 状態 | central_state, event→alert | HEARTBEAT |
| `/gov review` | 審査 | constraints.due→review_queue | HEARTBEAT |
| `/gov index` | 索引 | skills[]→INDEX.md | Explicit |
| `/gov verify` | 検証 | round_trip(source↔compiled)→sync✓∨drift✗ | Explicit |
| `/gov migrate` | 移行 | schema.v(n)→schema.v(n+1) | Explicit |

## Arguments

### /gov state

| Argument | Required | Description |
|----------|----------|-------------|
| --summary | No | Show summary only (default: full state) |
| --alerts | No | Show pending alerts only |

### /gov review

| Argument | Required | Description |
|----------|----------|-------------|
| --due | No | Show only due reviews (default) |
| --all | No | Show all constraints with review dates |
| --complete | No | Mark review as complete |

### /gov index

| Argument | Required | Description |
|----------|----------|-------------|
| --path | No | Output path (default: `agentic/INDEX.md`) |
| --format | No | Format: `markdown` (default), `json` |

### /gov verify

| Argument | Required | Description |
|----------|----------|-------------|
| source | Yes | Source file or directory |
| compiled | Yes | Compiled/generated file or directory |
| --strict | No | Fail on any difference |

### /gov migrate

| Argument | Required | Description |
|----------|----------|-------------|
| --to | Yes | Target schema version |
| --dry-run | No | Show changes without applying |

## Configuration

Configuration is loaded from (in order of precedence):
1. `.openclaw/governance.yaml` (OpenClaw standard)
2. `.claude/governance.yaml` (Claude Code compatibility)
3. Defaults (built-in)

## Core Logic

### Governance State Model

└─────────────────────────────────────────┘

.txt
### Review Cycle

Constraints require periodic review. The review cadence is configurable (default: 90 days):

warning_threshold: 15 # Days before due to warn

-warningthreshold-15--days-before-due-to-warn.txt
| Days Since Last Review | Status | Action |
|------------------------|--------|--------|
| 0-75 | Current | No action |
| 76-90 | Approaching | Warning alert |
| 91+ | Overdue | Escalation alert |

> **⚠️ Advisory Only**: This review cycle is *not enforced programmatically*.
> Compliance relies on HEARTBEAT P3 checks and manual diligence.
> Automated enforcement (`/gov review --automated`) is planned for future release.
> See HEARTBEAT.md for current verification schedule.

### Adoption Monitoring

Track constraint adoption across sessions:

| Metric | Calculation | Target |
|--------|-------------|--------|
| Adoption rate | Sessions with constraint used / Total sessions | >80% |
| Violation rate | Violations / Checks | <5% |
| Override rate | Overrides / Violations | <20% |

### Slug Taxonomy

Standard slug prefixes for observations and constraints:

| Prefix | Domain | Examples |
|--------|--------|----------|
| `git-*` | Version control | git-commit-message, git-branch-naming |
| `test-*` | Testing | test-before-commit, test-coverage |
| `workflow-*` | Process | workflow-pr-review, workflow-deploy |
| `security-*` | Security | security-no-secrets, security-auth |
| `docs-*` | Documentation | docs-update-readme, docs-api |
| `quality-*` | Code quality | quality-lint, quality-format |

## Output

### /gov state output

Recommendation: Ready for external audit.

recommendation-ready-for-external-audit.txt
## Integration

- **Layer**: Governance
- **Depends on**: constraint-engine (for constraint data), failure-memory (for observation data)
- **Used by**: None (top-level governance)

## Failure Modes

| Condition | Behavior |
|-----------|----------|
| Invalid sub-command | List available sub-commands |
| No constraints found | Info: "No constraints in system" |
| State file corrupted | Rebuild from constraint files |
| Migration conflict | Show conflicts, require manual resolution |

## Next Steps

After invoking this skill:

| Condition | Action |
|-----------|--------|
| Reviews due | Process each review, update lifecycle |
| Alerts pending | Surface to user, track resolution |
| Index outdated | Regenerate INDEX.md |
| Drift detected | Investigate and reconcile |

## Workspace Files

This skill reads/writes:
example.sh
# Install full governance stack
openclaw install leegitw/context-verifier
openclaw install leegitw/failure-memory
openclaw install leegitw/constraint-engine
openclaw install leegitw/governance
example.txt
┌─────────────────────────────────────────┐
│           GOVERNANCE STATE               │
├─────────────────────────────────────────┤
│ Constraints:                             │
│   - Active: 5                           │
│   - Draft: 2                            │
│   - Retiring: 1                         │
│   - Retired: 12                         │
├─────────────────────────────────────────┤
│ Reviews:                                 │
│   - Due: 2 (approaching 90-day mark)    │
│   - Overdue: 0                          │
├─────────────────────────────────────────┤
│ Health:                                  │
│   - Circuit: CLOSED                     │
│   - Violations (30d): 3                 │
│   - Adoption rate: 85%                  │
├─────────────────────────────────────────┤
│ Alerts:                                  │
│   - [WARN] CON-001 due for review       │
│   - [INFO] 2 new observations eligible  │
└─────────────────────────────────────────┘
example.yml
# .openclaw/governance.yaml
governance:
  review_cadence_days: 90    # Default
  warning_threshold: 15      # Days before due to warn
example.txt
[GOVERNANCE STATE]
Updated: 2026-02-15 10:30:00

=== Constraints ===
Active: 5 | Draft: 2 | Retiring: 1 | Retired: 12

=== Circuit Breaker ===
Status: CLOSED (healthy)
Violations (30d): 3

=== Reviews ===
Due: 2 constraints approaching 90-day mark
  - CON-20251120-001: "Always run tests" (day 87)
  - CON-20251125-003: "Lint before commit" (day 82)

=== Adoption ===
Rate: 85% (target: >80%)
Sessions tracked: 47

=== Alerts ===
[WARN] CON-20251120-001 due for review in 3 days
[INFO] 2 observations eligible for constraint generation

Tags

#transportation

Quick Info

Category E-commerce
Model Claude 3.5
Complexity Multi-Agent
Author leegitw
Last Updated 3/10/2026
🚀
Optimized for
Claude 3.5
🧠

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openclaw install agentic-governance