Source profileQuality 77/100Review permissions

paperclipai/paperclip/.agents/skills/doc-maintenance/SKILL.md

doc-maintenance

Audit README, SPEC, and PRODUCT docs against recent git history for drift and make minimal PR-ready edits. Use when asked to review docs for accuracy, after major feature merges, or on a schedule.

Source repository stars
74,938
Declared platforms
1
Static risk flags
1
Last source update
2026-07-28
Source checked
2026-07-28

Decision brief

What it does—and where it fits

Detect documentation drift and fix it via PR — no rewrites, no churn.

Best for

  • Periodic doc review (e.g. weekly or after releases)
  • After major feature merges
  • When asked "are our docs up to date?"

Not for

  • Tasks that require unconfirmed production actions or broad system permissions.
  • Environments where the pinned source and install steps cannot be inspected.

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeNot declaredNo explicit evidencePortability before use
CursorDeclaredSource recordInstall path and trigger
Gemini CLINot declaredNo explicit evidencePortability before use
Open the compatibility checker

Installation

Inspect first. Install second.

The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

Source-detected install commandSource
npx skills add https://github.com/paperclipai/paperclip --skill ".agents/skills/doc-maintenance"
Safe inspection promptEditorial

Inspect the Agent Skill "doc-maintenance" from https://github.com/paperclipai/paperclip/blob/77979950381a99271e4690c581a7440b73807b11/.agents/skills/doc-maintenance/SKILL.md at commit 77979950381a99271e4690c581a7440b73807b11. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

What the source asks the agent to do

  1. 01

    Workflow

    Find the last review cursor:

    Find the last review cursor:
  2. 02

    Step 1 — Detect what changed

    Find the last review cursor:

    Find the last review cursor:
  3. 03

    Step 2 — Classify changes

    Scan commit messages and changed files. Categorize into:

    Feature — new capabilities (keywords: feat, add, implement, support)Breaking — removed/renamed things (keywords: remove, breaking, drop, rename)Structural — new directories, config changes, new adapters, new CLI commands
  4. 04

    Step 3 — Build a change summary

    Produce a concise list like:

    Produce a concise list like:If there are no notable changes, skip to Step 7 (update cursor and exit).
  5. 05

    Step 4 — Audit each target doc

    For each target document, read it fully and cross-reference against the change summary. Check for:

    False negatives — major shipped features not mentioned at allFalse positives — features listed as "coming soon" / "roadmap" / "planned"Quickstart accuracy — install commands, prereqs, and startup instructions

Permission review

Static risk signals and limitations

Runs scripts

medium · line 44

The documentation asks the agent to run terminal commands or scripts.

git log "$LAST_SHA"..HEAD --oneline --no-merges

Runs scripts

medium · line 97

The documentation asks the agent to run terminal commands or scripts.

git checkout -b "$BRANCH"

Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score77/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars74,938SourceRepository attention, not individual Skill quality
Compatibility1 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
paperclipai/paperclip
Skill path
.agents/skills/doc-maintenance/SKILL.md
Commit
77979950381a99271e4690c581a7440b73807b11
License
MIT
Collected
2026-07-28
Default branch
master
View the original SKILL.md

Doc Maintenance Skill

Detect documentation drift and fix it via PR — no rewrites, no churn.

When to Use

  • Periodic doc review (e.g. weekly or after releases)
  • After major feature merges
  • When asked "are our docs up to date?"
  • When asked to audit README / SPEC / PRODUCT accuracy

Target Documents

DocumentPathWhat matters
READMEREADME.mdFeatures table, roadmap, quickstart, "what is" accuracy, "works with" table
SPECdoc/SPEC.mdNo false "not supported" claims, major model/schema accuracy
PRODUCTdoc/PRODUCT.mdCore concepts, feature list, principles accuracy

Out of scope: DEVELOPING.md, DATABASE.md, CLI.md, doc/plans/, skill files, release notes. These are dev-facing or ephemeral — lower risk of user-facing confusion.

Workflow

Step 1 — Detect what changed

Find the last review cursor:

# Read the last-reviewed commit SHA
CURSOR_FILE=".doc-review-cursor"
if [ -f "$CURSOR_FILE" ]; then
  LAST_SHA=$(cat "$CURSOR_FILE" | head -1)
else
  # First run: look back 60 days
  LAST_SHA=$(git log --format="%H" --after="60 days ago" --reverse | head -1)
fi

Then gather commits since the cursor:

git log "$LAST_SHA"..HEAD --oneline --no-merges

Step 2 — Classify changes

Scan commit messages and changed files. Categorize into:

  • Feature — new capabilities (keywords: feat, add, implement, support)
  • Breaking — removed/renamed things (keywords: remove, breaking, drop, rename)
  • Structural — new directories, config changes, new adapters, new CLI commands

Ignore: refactors, test-only changes, CI config, dependency bumps, doc-only changes, style/formatting commits. These don't affect doc accuracy.

For borderline cases, check the actual diff — a commit titled "refactor: X" that adds a new public API is a feature.

Step 3 — Build a change summary

Produce a concise list like:

Since last review (<sha>, <date>):
- FEATURE: Plugin system merged (runtime, SDK, CLI, slots, event bridge)
- FEATURE: Project archiving added
- BREAKING: Removed legacy webhook adapter
- STRUCTURAL: New .agents/skills/ directory convention

If there are no notable changes, skip to Step 7 (update cursor and exit).

Step 4 — Audit each target doc

For each target document, read it fully and cross-reference against the change summary. Check for:

  1. False negatives — major shipped features not mentioned at all
  2. False positives — features listed as "coming soon" / "roadmap" / "planned" / "not supported" / "TBD" that already shipped
  3. Quickstart accuracy — install commands, prereqs, and startup instructions still correct (README only)
  4. Feature table accuracy — does the features section reflect current capabilities? (README only)
  5. Works-with accuracy — are supported adapters/integrations listed correctly?

Use references/audit-checklist.md as the structured checklist. Use references/section-map.md to know where to look for each feature area.

Step 5 — Create branch and apply minimal edits

# Create a branch for the doc updates
BRANCH="docs/maintenance-$(date +%Y%m%d)"
git checkout -b "$BRANCH"

Apply only the edits needed to fix drift. Rules:

  • Minimal patches only. Fix inaccuracies, don't rewrite sections.
  • Preserve voice and style. Match the existing tone of each document.
  • No cosmetic changes. Don't fix typos, reformat tables, or reorganize sections unless they're part of a factual fix.
  • No new sections. If a feature needs a whole new section, note it in the PR description as a follow-up — don't add it in a maintenance pass.
  • Roadmap items: Move shipped features out of Roadmap. Add a brief mention in the appropriate existing section if there isn't one already. Don't add long descriptions.

Step 6 — Open a PR

Commit the changes and open a PR:

git add README.md doc/SPEC.md doc/PRODUCT.md .doc-review-cursor
git commit -m "docs: update documentation for accuracy

- [list each fix briefly]

Co-Authored-By: Paperclip <[email protected]>"

git push -u origin "$BRANCH"

gh pr create \
  --title "docs: periodic documentation accuracy update" \
  --body "$(cat <<'EOF'
## Summary
Automated doc maintenance pass. Fixes documentation drift detected since
last review.

### Changes
- [list each fix]

### Change summary (since last review)
- [list notable code changes that triggered doc updates]

## Review notes
- Only factual accuracy fixes — no style/cosmetic changes
- Preserves existing voice and structure
- Larger doc additions (new sections, tutorials) noted as follow-ups

🤖 Generated by doc-maintenance skill
EOF
)"

Step 7 — Update the cursor

After a successful audit (whether or not edits were needed), update the cursor:

git rev-parse HEAD > .doc-review-cursor

If edits were made, this is already committed in the PR branch. If no edits were needed, commit the cursor update to the current branch.

Change Classification Rules

SignalCategoryDoc update needed?
feat:, add, implement, support in messageFeatureYes if user-facing
remove, drop, breaking, !: in messageBreakingYes
New top-level directory or config fileStructuralMaybe
fix:, bugfixFixNo (unless it changes behavior described in docs)
refactor:, chore:, ci:, test:MaintenanceNo
docs:Doc changeNo (already handled)
Dependency bumps onlyMaintenanceNo

Patch Style Guide

  • Fix the fact, not the prose
  • If removing a roadmap item, don't leave a gap — remove the bullet cleanly
  • If adding a feature mention, match the format of surrounding entries (e.g. if features are in a table, add a table row)
  • Keep README changes especially minimal — it shouldn't churn often
  • For SPEC/PRODUCT, prefer updating existing statements over adding new ones (e.g. change "not supported in V1" to "supported via X" rather than adding a new section)

Output

When the skill completes, report:

  • How many commits were scanned
  • How many notable changes were found
  • How many doc edits were made (and to which files)
  • PR link (if edits were made)
  • Any follow-up items that need larger doc work

Alternatives

Compare before choosing

Computed 8074,938

paperclipai/paperclip

doc-maintenance

Keep project docs aligned with recent code and feature changes — detect drift, update affected pages, and add release-relevant notes without rewriting unchanged sections.

Computed 9731,966

K-Dense-AI/scientific-agent-skills

biopython

Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.

Computed 9531,966

K-Dense-AI/scientific-agent-skills

markdown-mermaid-writing

Comprehensive markdown and Mermaid diagram writing skill. Use when creating any scientific document, report, analysis, or visualization. Establishes text-based diagrams as the default documentation standard with full style guides (markdown + mermaid), 24 diagram type references, and 9 document templates.

Computed 9510,762

Jeffallan/claude-skills

fastapi-expert

Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke to create REST endpoints, define Pydantic models, implement authentication flows, set up async SQLAlchemy database operations, add JWT authentication, build WebSocket endpoints, or generate OpenAPI documentation. Trigger terms: FastAPI, Pydantic, async Python, Python API, REST API Python, SQLAlchemy async, JWT authentication, OpenAPI, Swagger Python.