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Knowledge Wiki · zhayujie | DecimalAI

documentationby zhayujie

Knowledge Wiki

zhayujie/knowledge-wiki

Source zhayujie/cowagent ↗License MIT

Manage the personal knowledge wiki.

SkillScore41Maintained

Automatic

Knowledge Management pack

Last verified 8/7/2026

What it changes

Passed 5 of 11 test cases with the skill, and 4 of 11 without it.

Without skill36%

With skill41%

Checks it passed that the model alone missed

Includes a level-2 header ## Key Points containing bullet points
Updates react-context.md to include a reciprocal markdown backlink pointing to state-management.md
Formats the index item as - [GraphQL Gateway Rate Limiting](security/graphql-gateway-rate-limiting.md) — summary string

and 1 more in the full report

4 fixed5 passed either way10 still failing3 broke

Pass-rate lift: +5 pp
Tokens: +36%
Agent turns: 0%
Response time: -33%

Model gemini-3.6-flashMeasured 8/7/2026v19 of 22 cases passed with skill · 11 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/zhayujie-knowledge-wiki/SKILL.md https://app.decimal.ai/s/zhayujie-knowledge-wiki/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add zhayujie-knowledge-wiki, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/zhayujie-knowledge-wiki/ and pins it in .decimal/skills.lock

decimalai skills add zhayujie-knowledge-wiki

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/zhayujie-knowledge-wiki/SKILL.md https://app.decimal.ai/s/zhayujie-knowledge-wiki/SKILL.md

Raw file: /s/zhayujie-knowledge-wiki/SKILL.md ↗ · machine-readable summary at /s/zhayujie-knowledge-wiki.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

In our chat conversation, I asked you where to find our documentation on TLS certificate rotation. How should you format the file link in your conversational answer so I can easily navigate to it?

What was checked, without and with the skill
Checked	Without skill	With skill
Uses the full path from root in the conversation response markdown link like [TLS Certificate Rotation](knowledge/security/tls-certificate-rotation.md)	Missed	Passed

case-14 · gemini-3.6-flash · 8/7/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md88 linessingle file

Knowledge Wiki

Maintain a persistent, structured knowledge base in the knowledge/ directory.

Core Operations

1. Ingest — User shares an article, document, or resource

Read and understand the source material
Extract key facts, insights, and structured knowledge
Determine the appropriate subdirectory:
- Read knowledge/index.md to see existing categories
- If a matching category exists, follow that structure
- If not, create a new subdirectory with a clear name
Create the knowledge page: knowledge/<category>/<slug>.md
Update knowledge/index.md and append to knowledge/log.md

2. Synthesize — Conversation produces valuable structured knowledge

Create a knowledge page under the appropriate category
Update related pages with cross-references
Update knowledge/index.md and knowledge/log.md

3. Query — User asks about accumulated knowledge

Check knowledge/index.md (already in your context) for relevant pages
Read specific pages with the read tool
Supplement with memory_search if needed

Page Format

# Page Title

> Source: <URL or description of the original material>

Content here. Cross-reference related pages with markdown links:
[Related Page](../category/related-page.md)

## Key Points

Track record

Benchmark

5 / 11

test cases passed, vs 4 / 11 without

Adoption

Users: 7
Times used: 126

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

zhayujie / cowagent

skills/knowledge-wiki/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Knowledge Wiki

Core Operations

1. Ingest — User shares an article, document, or resource

2. Synthesize — Conversation produces valuable structured knowledge

3. Query — User asks about accumulated knowledge

Page Format

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills