athola
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night-market-diagnostics-toolkit
Run and interpret repo diagnostic scripts (ratchets, validators, token stats). Use when measuring health. Do not use to run tests; use night-market-operations.
Registry indexed
Run and interpret repo diagnostic scripts (ratchets, validators, token stats). Use when measuring health. Do not use to run tests; use night-market-operations.
Run and interpret repo diagnostic scripts (ratchets, validators, token stats). Use when measuring health. Do not use to run tests; use night-market-operations.
Source documentation, not instructions for this website. Review permissions before running any commands.
Measure instead of eyeballing. Every claim about the health of this repo ("the skill graph is clean", "descriptions fit the budget", "no compromised dependencies") has a script that produces a number or a PASS/FAIL. This skill catalogs those scripts, their exact invocations, and how to read their output.
Conventions for everything below:
/home/alext/claude-night-market).python3 is enough for every script in the table except
mutation testing, which needs uv.Several checks are ratchets. A ratchet check counts a category of existing debt (for example, SKILL.md files missing an Exit Criteria section), compares the live count against a frozen number in a baseline JSON file, and:
The goal is a baseline that only shrinks, eventually to zero. The
two ratchet baselines live at scripts/skill_graph_baseline.json
(keys max_dangling_bugs, max_uncalled_libraries) and
scripts/skill_exit_criteria_baseline.json
(key max_missing_exit_criteria). When a ratchet prints a
"dropped to N (baseline M). Lower ... to lock the win." line, edit
the baseline JSON down to N in the same PR.
Jargon used in the table: "dangling Skill() ref" means a
Skill(plugin:name) reference in a skill/command/agent file whose
target skill does not exist. "Uncalled library" means a
library-role skill no other skill invokes (the risk targeted by
.claude/rules/shared-utility-consumer-rule.md).
| Tool | Invocation | What it measures | How to interpret | When to run |
|---|---|---|---|---|
| Plugin structure validator | python3 plugins/abstract/scripts/validate_plugin.py plugins/<name> | plugin.json validity, kebab-case naming, directory layout | Exit 0 with "Plugin validation passed". Any FAIL line names the broken file | Before committing plugin changes. make validate-all loops it over every plugin |
| Skill-graph drift ratchet | python3 scripts/check_skill_graph_drift.py | Dangling Skill() refs and uncalled libraries vs skill_graph_baseline.json | Exit 0 at/below baseline. Nonzero exit lists the new dangling refs. "Lower ... to lock the win" means shrink the baseline | After adding, renaming, or deleting skills or Skill() refs |
| Exit-criteria drift ratchet | python3 scripts/check_skill_exit_criteria_drift.py | SKILL.md files under plugins/ missing an ## Exit Criteria heading vs skill_exit_criteria_baseline.json | Same ratchet semantics as above | After adding or editing any SKILL.md |
| Pinned-version checker | python3 scripts/check_pinned_versions.py | GitHub-sourced tool pins vs the latest upstream release (needs network) | "N pin(s) current" is healthy. A "holding X at ..." line documents an intentional hold with its reason (for example bandit 1.8.6 for the Python 3.9 hook floor) | In pre-commit, and whenever a CI tool-setup step breaks |
| Capabilities sync | bash scripts/capabilities-sync-check.sh | plugin.json registrations vs the generated capabilities reference in book/src/ | "PASSED: All capabilities are in sync" plus counts. On drift, run /sanctum:sync-capabilities --fix | After changing any skill, command, or agent registration |
| Supply-chain scan | python3 scripts/supply_chain_scan.py | Lockfiles vs the known-compromised-versions blocklist, plus known malicious artifacts | Two [OK] lines is clean. Any hit must be resolved before release | When adding dependencies, during incidents, before releases |
| Token stats | python3 plugins/abstract/scripts/context_optimizer.py stats plugins/ --format json |
stats on a directory with
no --format flag produces empty output and exit 0. Always pass
--format json (clean JSON) rather than --format table, which
dumps a raw Python dict.scripts/check_skill_graph_drift.py itself (plus the _comment
in scripts/skill_graph_baseline.json) instructs you to raise
max_uncalled_libraries to record the 30-day consumer grace
period that .claude/rules/shared-utility-consumer-rule.md
grants (the rule grants the grace period; the script defines the
baseline mechanics). night-market-architecture-contract records
the same exception in its ratchet invariants..github/workflows/mutation-testing.yml) treats exit 0 and
exit 2 as success and posts survivors to the step summary. Only
exits other than 0 and 2 fail the workflow. So a green mutation
run does NOT mean zero survivors. Read the report.scripts/health-snapshot.sh (in this skill directory) runs the six
cheap checks and prints a PASS/FAIL table. It is read-only,
needs only bash and python3, requires no network, and completes in
about 6 seconds (measured 2026-07-02).
bash .claude/skills/night-market-diagnostics-toolkit/scripts/health-snapshot.sh
It runs: plugin structure validation (all plugins), capabilities sync, supply-chain scan, both drift ratchets, and the description budget. Exit 0 means all six passed. Exit 1 means at least one failed, and the failing check's full output is printed to stderr above the table. Run it at session start, before a PR, and after any bulk skill edit.
Which failures stop a merge and which are signals:
| Check | Gate | Effect on failure |
|---|---|---|
| validate_plugin.py | pre-commit (19 hook entries) | Blocks commit |
| Skill-graph drift ratchet | pre-commit | Blocks commit |
| Exit-criteria drift ratchet | pre-commit | Blocks commit |
| check_noqa.py | pre-commit | Blocks commit |
| check_docstring_quality.py | pre-commit | Blocks commit |
| check-markdown-links.py | pre-commit | Blocks commit |
| validate_budget.py | pre-commit | Blocks commit |
| check-json-utils-drift.sh | pre-commit | Blocks commit |
| check_pinned_versions.py | pre-commit | Blocks commit |
| capabilities-sync-check.sh | pre-commit and CI (capabilities-sync.yml) | Blocks commit and PR |
| Mutation testing | CI (weekly and manual dispatch) | Advisory: survivors reported, workflow stays green |
| supply_chain_scan.py | manual / make supply-chain-scan (not wired to CI) | Advisory day-to-day, treat as blocking before any release |
| context_optimizer, skrills analyze, clawhub stats, framework_detect | manual | Advisory: measurement only |
The dimension-level policy lives in .claude/quality_gates.json:
enforce_blocking is true with max_critical_issues: 3, and only
the security dimension sets block_on_violation: true. The
performance (20KB / 5,000-token file limits, 60-line functions,
complexity under 12), maintainability (debt ratio under 0.3,
nesting under 5), and compliance dimensions are advisory
(block_on_violation: false). So: security findings block,
size/complexity findings warn.
bash .claude/skills/night-market-diagnostics-toolkit/scripts/health-snapshot.sh
runs from the repo root, prints a six-row PASS/FAIL table,
and exits 0 when all checks pass and 1 when any fails.name: night-market-diagnostics-toolkit description: Run and interpret repo diagnostic scripts (ratchets, validators, token stats). Use when measuring health. Do not use to run tests; use night-market-operations.
---
name: night-market-diagnostics-toolkit
description: Run and interpret repo diagnostic scripts (ratchets, validators, token stats). Use when measuring health. Do not use to run tests; use night-market-operations.
---
# Night Market Diagnostics Toolkit
Measure instead of eyeballing. Every claim about the health of this
repo ("the skill graph is clean", "descriptions fit the budget",
"no compromised dependencies") has a script that produces a number
or a PASS/FAIL. This skill catalogs those scripts, their exact
invocations, and how to read their output.
Conventions for everything below:
- Run all commands from the repo root
(`/home/alext/claude-night-market`).
- Plain `python3` is enough for every script in the table except
mutation testing, which needs `uv`.
- All checks here are read-only. None of them mutate the repo.
## The ratchet-baseline concept
Several checks are ratchets. A ratchet check counts a category of
existing debt (for example, SKILL.md files missing an Exit Criteria
section), compares the live count against a frozen number in a
baseline JSON file, and:
- passes while the live count is at or below the baseline
(pre-existing debt is tolerated),
- fails the moment a NEW violation pushes the count above the
baseline (debt may not grow),
- nudges you to lower the baseline number when the live count drops
(locking in the win so the debt cannot silently return).
The goal is a baseline that only shrinks, eventually to zero. The
two ratchet baselines live at `scripts/skill_graph_baseline.json`
(keys `max_dangling_bugs`, `max_uncalled_libraries`) and
`scripts/skill_exit_criteria_baseline.json`
(key `max_missing_exit_criteria`). When a ratchet prints a
"dropped to N (baseline M). Lower ... to lock the win." line, edit
the baseline JSON down to N in the same PR.
## Tool table
Jargon used in the table: "dangling Skill() ref" means a
`Skill(plugin:name)` reference in a skill/command/agent file whose
target skill does not exist. "Uncalled library" means a
library-role skill no other skill invokes (the risk targeted by
`.claude/rules/shared-utility-consumer-rule.md`).
| Tool | Invocation | What it measures | How to interpret | When to run |
|------|------------|------------------|------------------|-------------|
| Plugin structure validator | `python3 plugins/abstract/scripts/validate_plugin.py plugins/<name>` | plugin.json validity, kebab-case naming, directory layout | Exit 0 with "Plugin validation passed". Any FAIL line names the broken file | Before committing plugin changes. `make validate-all` loops it over every plugin |
| Skill-graph drift ratchet | `python3 scripts/check_skill_graph_drift.py` | Dangling Skill() refs and uncalled libraries vs `skill_graph_baseline.json` | Exit 0 at/below baseline. Nonzero exit lists the new dangling refs. "Lower ... to lock the win" means shrink the baseline | After adding, renaming, or deleting skills or Skill() refs |
| Exit-criteria drift ratchet | `python3 scripts/check_skill_exit_criteria_drift.py` | SKILL.md files under plugins/ missing an `## Exit Criteria` heading vs `skill_exit_criteria_baseline.json` | Same ratchet semantics as above | After adding or editing any SKILL.md |
| Pinned-version checker | `python3 scripts/check_pinned_versions.py` | GitHub-sourced tool pins vs the latest upstream release (needs network) | "N pin(s) current" is healthy. A "holding X at ..." line documents an intentional hold with its reason (for example bandit 1.8.6 for the Python 3.9 hook floor) | In pre-commit, and whenever a CI tool-setup step breaks |
| Capabilities sync | `bash scripts/capabilities-sync-check.sh` | plugin.json registrations vs the generated capabilities reference in book/src/ | "PASSED: All capabilities are in sync" plus counts. On drift, run `/sanctum:sync-capabilities --fix` | After changing any skill, command, or agent registration |
| Supply-chain scan | `python3 scripts/supply_chain_scan.py` | Lockfiles vs the known-compromised-versions blocklist, plus known malicious artifacts | Two `[OK]` lines is clean. Any hit must be resolved before release | When adding dependencies, during incidents, before releases |
| Token stats | `python3 plugins/abstract/scripts/context_optimizer.py stats plugins/ --format json` | Bytes and estimated tokens per SKILL.md, bucketed small/medium/large | Skills over ~5,000 estimated tokens breach the quality-gates file limit and are split candidates | When a skill feels bloated, before modularizing |
| Description budget | `python3 plugins/abstract/scripts/validate_budget.py` | Sum of all skill/command description characters vs the 90,000-char ecosystem ceiling (ADR-0004, 160 chars per description) | Prints used/ceiling and headroom. Exit 0 means within budget | After editing any frontmatter description |
| skrills validate | `skrills validate --skill-dir plugins --target claude` | Skill frontmatter validity per target framework (Claude, Codex, Copilot) | "Validated N skills: ..." then an `Errors (n):` list with file:line. Fix every listed error | Skill audits. `make validate-skills` falls back to `uv run python scripts/check_plugin_hooks.py` when skrills is absent |
| skrills analyze | `skrills analyze --skill-dir plugins` | Skill token usage and dependency structure | Large-token outliers are split candidates | Budget planning. `make analyze-skills` falls back to `scripts/generate_dependency_map.py` |
| Mutation testing | `cd plugins/<name> && uv run mutmut run --paths-to-mutate=scripts/,src/ --tests-dir=tests/` | Whether the test suite kills injected code mutations (surviving mutants = untested behavior) | Exit 0 = no survivors. Exit 2 = survivors found (CI treats this as pass-with-report). Any other exit = crash, investigate | Weekly CI (Sunday) or manually before hardening a test suite |
| Markdown link checker | `python3 scripts/check-markdown-links.py [file.md ...]` | Broken relative links and anchors. No args = scan the whole repo | Exit 1 prints each broken link as `file: link` | After moving or renaming docs or skills |
| Lint-suppression guard | `python3 scripts/check_noqa.py <files...>` | Inline lint/type suppressions that lack a stated reason | "BLOCKED" plus a hit list. Fix the issue, or append a reason after the suppression marker | Pre-commit runs it on changed files |
| Docstring quality | `python3 scripts/check_docstring_quality.py <files.py...>` | Docstrings that merely restate the function name | Each hit says "delete it or add information". Do exactly that | Pre-commit runs it on changed Python files |
| JSON-utils drift | `bash scripts/shared/check-json-utils-drift.sh` | Vendored JSON helper copies in plugin hooks vs the canonical `scripts/shared/json_utils.sh` | "OK: all vendored JSON utilities match canonical." Anything else names the drifted copy | After editing json_utils.sh or any inlined copy |
| Export stats | `python3 scripts/clawhub_export.py --stats` | Skill counts per plugin and top-20 membership for cross-framework export | Totals line plus a per-plugin table | Before cross-framework publishing |
| Framework detect | `python3 scripts/framework_detect.py [--json]` | Which agent-framework capabilities the current directory exposes (skills, agents, hooks, commands, mcp, a2a) | `[+]`/`[-]` capability checklist | When debugging cross-framework export targets |
### Interpretation notes
- **context_optimizer stats prints nothing in the default text
format.** This is a verified quirk: `stats` on a directory with
no `--format` flag produces empty output and exit 0. Always pass
`--format json` (clean JSON) rather than `--format table`, which
dumps a raw Python dict.
- **Ratchet failures name the new violations.** A ratchet that
fails after your change means your change added debt. Fix the
new ref or add the missing section. Never raise a baseline number
to make a check pass, with one documented exception: a brand-new
library skill legitimately starts uncalled, and
`scripts/check_skill_graph_drift.py` itself (plus the `_comment`
in `scripts/skill_graph_baseline.json`) instructs you to raise
`max_uncalled_libraries` to record the 30-day consumer grace
period that `.claude/rules/shared-utility-consumer-rule.md`
grants (the rule grants the grace period; the script defines the
baseline mechanics). night-market-architecture-contract records
the same exception in its ratchet invariants.
- **Mutation exit codes are the contract.** CI
(`.github/workflows/mutation-testing.yml`) treats exit 0 and
exit 2 as success and posts survivors to the step summary. Only
exits other than 0 and 2 fail the workflow. So a green mutation
run does NOT mean zero survivors. Read the report.
- **check_pinned_versions needs network access.** It queries GitHub
for latest releases. Offline, expect failures that are
environmental, not real findings.
## Health snapshot in one command
`scripts/health-snapshot.sh` (in this skill directory) runs the six
cheap checks and prints a PASS/FAIL table. It is read-only,
needs only bash and python3, requires no network, and completes in
about 6 seconds (measured 2026-07-02).
```bash
bash .claude/skills/night-market-diagnostics-toolkit/scripts/health-snapshot.sh
```
It runs: plugin structure validation (all plugins), capabilities
sync, supply-chain scan, both drift ratchets, and the description
budget. Exit 0 means all six passed. Exit 1 means at least one
failed, and the failing check's full output is printed to stderr
above the table. Run it at session start, before a PR, and after
any bulk skill edit.
## Blocking vs advisory
Which failures stop a merge and which are signals:
| Check | Gate | Effect on failure |
|-------|------|-------------------|
| validate_plugin.py | pre-commit (19 hook entries) | Blocks commit |
| Skill-graph drift ratchet | pre-commit | Blocks commit |
| Exit-criteria drift ratchet | pre-commit | Blocks commit |
| check_noqa.py | pre-commit | Blocks commit |
| check_docstring_quality.py | pre-commit | Blocks commit |
| check-markdown-links.py | pre-commit | Blocks commit |
| validate_budget.py | pre-commit | Blocks commit |
| check-json-utils-drift.sh | pre-commit | Blocks commit |
| check_pinned_versions.py | pre-commit | Blocks commit |
| capabilities-sync-check.sh | pre-commit and CI (capabilities-sync.yml) | Blocks commit and PR |
| Mutation testing | CI (weekly and manual dispatch) | Advisory: survivors reported, workflow stays green |
| supply_chain_scan.py | manual / `make supply-chain-scan` (not wired to CI) | Advisory day-to-day, treat as blocking before any release |
| context_optimizer, skrills analyze, clawhub stats, framework_detect | manual | Advisory: measurement only |
The dimension-level policy lives in `.claude/quality_gates.json`:
`enforce_blocking` is true with `max_critical_issues: 3`, and only
the `security` dimension sets `block_on_violation: true`. The
`performance` (20KB / 5,000-token file limits, 60-line functions,
complexity under 12), `maintainability` (debt ratio under 0.3,
nesting under 5), and `compliance` dimensions are advisory
(`block_on_violation: false`). So: security findings block,
size/complexity findings warn.
## When NOT to use
- Running the test suite, lint, typecheck, or a release:
use night-market-operations (command anatomy and artifacts).
- You already have a failure and need symptom-to-cause triage:
use night-market-debugging-playbook.
- You need the meaning and default of a config knob rather than a
measurement: use night-market-config-catalog.
- You are deciding whether evidence is sufficient to claim work
complete: use night-market-validation-and-qa.
## Exit Criteria
- [ ] `bash .claude/skills/night-market-diagnostics-toolkit/scripts/health-snapshot.sh`
runs from the repo root, prints a six-row PASS/FAIL table,
and exits 0 when all checks pass and 1 when any fails.
- [ ] Every invocation in the tool table is copy-pasteable from the
repo root and executes without a usage error.
- [ ] A Skill source recorded
Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.
Review before install: Avoid automatic install
License: MIT
Listed tools are metadata hints, not tested compatibility. Agent prompts are suggested handoffs.
Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.
Version reported in registry metadata; check source releases before relying on it.
Quality
72/100
Strong
Trust
59/100
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
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"Financial research output is not financial advice; require human review before any live investment decision.",
"Quality score needs review",
"Permission surface needs review: secrets or environment access, shell or command execution",
"Stars/forks activity: 335 stars, 34 forks; issue activity unavailable in current metadata",
"Dependency/runtime risk: command execution surface, credential or environment access",
"Permission surface: secrets or environment access, shell or command execution"
]
},
"agent_proven": {
"version": "agent-proven-v1",
"score": 0,
"tier": "unproven",
"label": "Needs first agent run",
"summary": "No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.",
"metrics": {
"totalOutcomes": 0,
"successfulOutcomes": 0,
"failedOutcomes": 0,
"installAttempts": 0,
"installSuccessRate": null,
"successRate": null,
"recentSuccessRate": null,
"recentFailureRate": null,
"riskBlocked": 0,
"setupRequired": 0,
"notRelevant": 0,
"avgOutputQuality": null,
"avgTimeToUsefulMs": null,
"productionOutcomes": 0,
"humanReviewRequired": 0,
"uniqueAgents": 0,
"lastOutcomeAt": null
},
"signals": [],
"penalties": [
"No real agent outcome evidence yet"
]
},
"audit": {
"score": 77,
"risk_level": "needs_review",
"risk_label": "Needs review",
"warnings": [
"Dependency or permission surface needs review",
"Permission surface may require sandboxing",
"Financial research output is not financial advice; require human review before any live investment decision",
"The skill is tightly coupled to a specific repository and its internal paths, which may limit reuse outside that context.",
"The provided health-snapshot.sh script only runs a subset of the documented checks (plugin structure, capabilities sync, supply-chain scan), not the full toolkit.",
"Financial research output is not financial advice; require human review before any live investment decision.",
"Quality score needs review",
"Permission surface needs review: secrets or environment access, shell or command execution"
]
},
"safety_gate": {
"tier": "blocked",
"label": "Blocked for auto-install",
"auto_install_policy": "block",
"auto_install_allowed": false,
"human_review_required": true,
"blocked": true,
"recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first."
},
"quality": {
"score": 72,
"label": "Strong"
},
"supply": {
"track": "Coding and developer agents",
"scenario": "Coding agents",
"maintenance": "17d since push",
"risk": "Needs review"
},
"alternative_skills": [],
"do_not_use_when": [
"teams that need a vendor-supported SLA",
"production agents without a repository review",
"The skill is tightly coupled to a specific repository and its internal paths, which may limit reuse outside that context.",
"High-risk permission hints: Shell or command execution, Secrets or environment access",
"Dependency or permission surface needs review",
"Permission surface may require sandboxing",
"Financial research output is not financial advice; require human review before any live investment decision",
"The provided health-snapshot.sh script only runs a subset of the documented checks (plugin structure, capabilities sync, supply-chain scan), not the full toolkit."
],
"agent_contract": {
"task_input": "Use night-market-diagnostics-toolkit in an agent workflow",
"recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first.",
"install_policy": "block",
"minimum_review_before_use": [
"Trust: 67/100 Manual review",
"Audit: 77/100 Needs review",
"Safety: 37/100 Avoid automatic install",
"Review repository, license, install command, and permission surface before production use."
],
"expected_agent_output": {
"selected_skill": "athola-night-market-diagnostics-toolkit (night-market-diagnostics-toolkit)",
"install_command": "npx skills add athola/claude-night-market --skill night-market-diagnostics-toolkit",
"risk_summary": "Needs review; Blocked for auto-install; Review before production",
"verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
}
},
"outcome_feedback": {
"endpoint": "https://www.openagentskill.com/api/agent/outcome",
"method": "POST",
"requires_resolve_event_id": true,
"event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
"expected_outcomes": [
"success",
"failed",
"not_relevant",
"blocked_by_risk",
"setup_required"
],
"payload_template": {
"event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
"skill_slug": "athola-night-market-diagnostics-toolkit",
"task": "Use night-market-diagnostics-toolkit in an agent workflow",
"agent": "codex",
"outcome": "success",
"install_used": true,
"risk_blocked": false,
"setup_required": false,
"task_success": true,
"output_quality": 4,
"error_type": null,
"human_review_required": false,
"workspace": "sandbox",
"time_to_useful_ms": 120000,
"notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
}
},
"endpoints": {
"web": "https://www.openagentskill.com/skills/athola-night-market-diagnostics-toolkit",
"api": "https://www.openagentskill.com/api/agent/skills/athola-night-market-diagnostics-toolkit",
"audit": "https://www.openagentskill.com/skills/athola-night-market-diagnostics-toolkit/audit",
"eval": "https://www.openagentskill.com/api/agent/evals?slug=athola-night-market-diagnostics-toolkit&task=Use%20night-market-diagnostics-toolkit%20in%20an%20agent%20workflow&max_risk=medium",
"resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20night-market-diagnostics-toolkit%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
"receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20night-market-diagnostics-toolkit%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
"install": "https://www.openagentskill.com/api/skills/athola-night-market-diagnostics-toolkit/install",
"manifest": "https://www.openagentskill.com/api/registry/manifest/athola-night-market-diagnostics-toolkit"
}
}Listing source
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| Bytes and estimated tokens per SKILL.md, bucketed small/medium/large |
| Skills over ~5,000 estimated tokens breach the quality-gates file limit and are split candidates |
| When a skill feels bloated, before modularizing |
| Description budget | python3 plugins/abstract/scripts/validate_budget.py | Sum of all skill/command description characters vs the 90,000-char ecosystem ceiling (ADR-0004, 160 chars per description) | Prints used/ceiling and headroom. Exit 0 means within budget | After editing any frontmatter description |
| skrills validate | skrills validate --skill-dir plugins --target claude | Skill frontmatter validity per target framework (Claude, Codex, Copilot) | "Validated N skills: ..." then an Errors (n): list with file:line. Fix every listed error | Skill audits. make validate-skills falls back to uv run python scripts/check_plugin_hooks.py when skrills is absent |
| skrills analyze | skrills analyze --skill-dir plugins | Skill token usage and dependency structure | Large-token outliers are split candidates | Budget planning. make analyze-skills falls back to scripts/generate_dependency_map.py |
| Mutation testing | cd plugins/<name> && uv run mutmut run --paths-to-mutate=scripts/,src/ --tests-dir=tests/ | Whether the test suite kills injected code mutations (surviving mutants = untested behavior) | Exit 0 = no survivors. Exit 2 = survivors found (CI treats this as pass-with-report). Any other exit = crash, investigate | Weekly CI (Sunday) or manually before hardening a test suite |
| Markdown link checker | python3 scripts/check-markdown-links.py [file.md ...] | Broken relative links and anchors. No args = scan the whole repo | Exit 1 prints each broken link as file: link | After moving or renaming docs or skills |
| Lint-suppression guard | python3 scripts/check_noqa.py <files...> | Inline lint/type suppressions that lack a stated reason | "BLOCKED" plus a hit list. Fix the issue, or append a reason after the suppression marker | Pre-commit runs it on changed files |
| Docstring quality | python3 scripts/check_docstring_quality.py <files.py...> | Docstrings that merely restate the function name | Each hit says "delete it or add information". Do exactly that | Pre-commit runs it on changed Python files |
| JSON-utils drift | bash scripts/shared/check-json-utils-drift.sh | Vendored JSON helper copies in plugin hooks vs the canonical scripts/shared/json_utils.sh | "OK: all vendored JSON utilities match canonical." Anything else names the drifted copy | After editing json_utils.sh or any inlined copy |
| Export stats | python3 scripts/clawhub_export.py --stats | Skill counts per plugin and top-20 membership for cross-framework export | Totals line plus a per-plugin table | Before cross-framework publishing |
| Framework detect | python3 scripts/framework_detect.py [--json] | Which agent-framework capabilities the current directory exposes (skills, agents, hooks, commands, mcp, a2a) | [+]/[-] capability checklist | When debugging cross-framework export targets |
Check the source for dependencies, API keys and third-party costs. A public repository does not mean every service is free.
Audit
77/100
Needs review
Copies are not installs. Installation counts require a reported successful installation; they are not a blanket quality guarantee.