Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsCommunityBlog
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

Back to skills

Update Research

ASecurity

Check upstream tool documentation for drift in the version-stamped surfaces: docs/cross-tool-strategy.md, docs/native-sandbox.md, docs/open-weight-models.md, and the workflow doc's stamped sections. Fetches source URLs, compares claims against current doc, and reports drift. Use when updating the cross-tool strategy guide or checking for tool changes.

16 stars
0 votes
0 copies
0 views
Added 9/20/2026
researchgojavaspringgitdocumentation

Works with

claude codecli

Security Analysis

A100/100

Scanned 9/20/2026

Install to Claude Code

$npx -y skills add woditschka/agentic-coding-reference --skill update-research --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Update Research?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Update Research
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/woditschka-update-research/badge)](https://www.skillsdirectory.com/skills/woditschka-update-research)

More formats (shields.io, HTML) on the badges page.

Download Zip
Files
SKILL.md
---
name: update-research
description: >-
  Check upstream tool documentation for drift in the version-stamped
  surfaces: docs/cross-tool-strategy.md, docs/native-sandbox.md,
  docs/open-weight-models.md, and the workflow doc's stamped sections. Fetches source URLs, compares claims
  against current doc, and reports drift. Use when updating the
  cross-tool strategy guide or checking for tool changes.
compatibility:
  - claude-code
metadata:
  version: "1.0"
  author: team
---

# update-research

## Scope

| Scope | What It Checks |
|-------|---------------|
| *(all)* | All sources |
| `claude-code` | Claude Code docs only |
| `copilot` | GitHub Copilot CLI docs only |
| `opencode` | OpenCode docs only |
| `community` | Community resources only |

## Sources

Fetch each URL listed in `docs/cross-tool-strategy.md` Section 4 (Sources), filtered by the selected scope. **That section is the single authoritative source list** — do not invent URLs, and do not maintain a copy here. A URL added to or retired from the doc is automatically in or out of scope.

## Process

### 1. Fetch Sources

Fetch each URL in the selected scope. If a URL returns an error (404, 403, timeout), note it as a potential doc restructure.

### 2. Extract Key Claims

For each source, extract the current state of:

| Category | What to Look For |
|----------|-----------------|
| **Frontmatter fields** | New, renamed, or deprecated YAML fields for agents/skills |
| **Discovery paths** | Changes to where tools look for agents, skills, rules files |
| **Tool permissions** | New tool names, permission syntax changes |
| **Model support** | New models, changed model IDs, deprecated models |
| **Multi-agent** | Agent Teams status changes, new orchestration features |
| **Compatibility** | Changes to cross-tool behavior (CLAUDE.md reading, AGENTS.md fallback) |
| **New features** | Capabilities not mentioned in the current doc |
| **Deprecations** | Features marked deprecated or removed |

### 3. Compare Against Current Doc

Read `docs/cross-tool-strategy.md` and compare each claim against what the sources say now. Also read the version-stamped surfaces of `docs/specialist-agent-workflow.md`: the §1 Agent Teams status and cost claims, and the §6 migration playbook's install steps. The frontmatter and model-pin matrix lives in `cross-tool-strategy.md` § Agents / Subagents, covered by the read above. And read `docs/native-sandbox.md`'s Sources block — its `strictAllowlist` facts are pinned to a Claude Code build range and this skill is their only refresh path. Read `docs/open-weight-models.md`'s Sources block the same way: its `modelOverrides` observations are pinned to a Claude Code build and contradict the model-configuration page on two points (subagent frontmatter precedence, gateway bypass); a re-check on a newer build that reverses either observation is a drift finding, and so is a change to the Copilot CLI own-models variables or the OpenCode model `id` field. The battery's per-tool frontmatter pins (`FRONTMATTER_VOCABULARY` and the OpenCode permission keys in `harness/verify_harness/checks/sync.py`) restate the § Agents / Subagents facts — a frontmatter drift finding names both edit sites. The bundled-skill roster pin (`CLAUDE_CODE_BUNDLED_SKILLS` in the same file) mirrors Claude Code's bundled skill and command list — a bundled skill added upstream is a drift finding against it ([ADR 2026-08-11](../../../docs/adr/2026-08-11-bundled-skill-names-are-reserved.md)). Flag:

- **Outdated**: Doc says X, source now says Y
- **Missing**: Source describes feature not mentioned in doc
- **Deprecated**: Doc recommends something the source marks deprecated
- **Broken URL**: Source URL returns error or redirects
- **Version drift**: Doc references old version numbers or dates

### 4. Present Findings

```
## Research Update: [date]

### Scope: [all | claude-code | copilot | opencode | community]

### Outdated Claims
1. **Section N.N [title]** — line NN
   - **Current doc:** [what it says]
   - **Source says:** [what the source now says]
   - **Source URL:** [url]
   - **Suggested fix:** [specific edit]

### New Features (not in doc)
1. **[tool] [feature name]**
   - **What:** [description]
   - **Source URL:** [url]
   - **Where to add:** Section N.N
   - **Impact on projects:** [does this affect samples/go or samples/java-spring-boot configs?]

### Deprecations
1. **Section N.N [title]** — line NN
   - **What:** [feature] is now deprecated
   - **Source URL:** [url]
   - **Suggested fix:** [specific edit]

### Broken URLs
1. **Section N.N** — line NN
   - **URL:** [url]
   - **Status:** [404 | redirect to X | timeout]

### Version Drift
1. **Section N.N** — line NN
   - **Current doc:** [old version/date]
   - **Current:** [new version/date]

### No Changes
- [list sections that are still accurate]

### Summary
- X outdated claims
- Y new features to document
- Z deprecations
- W broken URLs
- V version updates needed
```

### 5. Propose Edits

For each finding, propose a specific edit to `docs/cross-tool-strategy.md` (or to the named `specialist-agent-workflow.md` surfaces, or the battery's frontmatter pins, when those drift):
- Quote the exact text to replace
- Provide the replacement text
- Note which section tables need updates

Do NOT apply edits automatically. Present them for review.

### 6. Cascade Check

After edits are applied, recommend:

1. Run `harness/verify-harness.py --quick` (tier 0 for a docs-only edit); before committing a substantive change, `/audit-harness` per the maintainer loop in the root `CLAUDE.md`.
2. Check if any new frontmatter fields should be added to project agent definitions.
3. Check if any new skill discovery paths change the compatibility rules.
4. Update the `Status:` snapshot date at the top of `docs/cross-tool-strategy.md`.

## What NOT to Change

- **Architecture decisions** (file-based coordination, agent thinness) — design choices, not tool documentation.
- **Frontier-capability guidance** (the workflow doc's Agent-Teams rows) — only change if Agent Teams exits experimental or a tool adds new orchestration.
- **Migration playbook phases** — only change if tool installation or setup steps change.
- **Cross-tool strategy matrix** — only change if a tool's strengths/weaknesses shift materially.

## Handling Conflicting Sources

If two sources disagree:
1. Prefer official documentation over blog posts.
2. Prefer newer docs over older docs.
3. If unclear, flag as ambiguous and ask the user.
4. Note the conflict in the findings so the user can verify.

Attribution

woditschkawoditschka
View sourceMore from woditschka →
SSkills DirectorySkills Directory

Know which skills are safe — weekly.

Best new skills + every skill we flagged as malicious. From the team that scanned 103,619.

Join free

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Know which skills are safe — weekly.

Best new skills + every skill we flagged as malicious. From the team that scanned 103,619.

Join free

Related Skills

Competitor Analysis

This skill provides comprehensive analysis of competitor SEO and GEO strategies, revealing what's working in your market and identifying opportunities to outperform the competition.

1823 votes

Deep Research

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report co...

486982 votes

Paperclip Distill

Use when an operation issue is a Paperclip cursor-window, distill, or backfill — `operationType: "distill"` or `"backfill"` and the body references a Paperclip source bundle for a project or root issue. Turn raw Paperclip activity into a wiki-insightful project page, decisions log, and history note. This skill exists specifically to replace the stiff, datestamp-heavy templated output that the deterministic distiller produces.

805541 votes

Academic Pipeline

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory, coverage-bounded integrity checks, two-stage peer review, and auditable quality-assurance artifacts. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end p...

486981 votes

Exa Search

Semantic search, similar content discovery, and structured research using Exa API

304951 votes
View all in research →