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Wiki Ingest · open-gitagent | DecimalAI

documentationby open-gitagent

Wiki Ingest

open-gitagent/wiki-ingest

Source open-gitagent/opengap ↗License MIT

Ingest a raw source document into the wiki. Reads the source, extracts key information, creates or updates wiki pages, maintains cross-references, and logs the operation.

SkillScore73Maintained

Automatic

Knowledge Management pack

Last verified 8/10/2026

What it changes

Passed 13 of 18 test cases with the skill, and 5 of 18 without it.

Without skill27%

With skill73%

Checks it passed that the model alone missed

The response asks what aspects to emphasize.
The response does not write entries to memory/log.md.
The response asks which entities or concepts to prioritize.

and 11 more in the full report

11 fixed5 passed either way5 still failing1 broke

Pass-rate lift: +45 pp
Tokens: -7%
Agent turns: 0%
Response time: -49%

Model gemini-3.6-flashMeasured 8/10/2026v116 of 22 cases passed with skill · 18 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/open-gitagent-wiki-ingest/SKILL.md https://app.decimal.ai/s/open-gitagent-wiki-ingest/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add open-gitagent-wiki-ingest, 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/open-gitagent-wiki-ingest/ and pins it in .decimal/skills.lock

decimalai skills add open-gitagent-wiki-ingest

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

curl -fsSL --create-dirs -o .claude/skills/open-gitagent-wiki-ingest/SKILL.md https://app.decimal.ai/s/open-gitagent-wiki-ingest/SKILL.md

Raw file: /s/open-gitagent-wiki-ingest/SKILL.md ↗ · machine-readable summary at /s/open-gitagent-wiki-ingest.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

I am trying to remember what our notes say about battery storage technology. Please search our current repository files and tell me if we have any existing pages covering solid-state batteries.

What was checked, without and with the skill
Checked	Without skill	With skill
The response searches or reports on existing repository files without creating new source summary pages.	Missed	Passed
The response does not write entries to memory/log.md.	Missed	Passed

case-05 · gemini-3.6-flash · 8/10/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md58 linessingle file

Wiki Ingest

Process a new source document and integrate its knowledge into the wiki.

Workflow

Step 1: Read the source

Read the full source document from knowledge/. Identify:

Key entities (people, organizations, concepts, technologies)
Main claims and findings
Relationships between entities
Data points and statistics
Contradictions with or confirmations of existing knowledge

Step 2: Discuss with the user

Before writing, share a brief summary of key takeaways. Ask:

What aspects to emphasize?
Any entities or concepts to prioritize?
Should this update existing pages or create new ones?

Step 3: Update the wiki

For each significant entity or concept found in the source:

Check if a wiki page exists — read memory/wiki/index.md
If page exists — read it, integrate new information, update the "Sources" section, update frontmatter updated date and source_count
If page doesn't exist — create a new page in memory/wiki/ with proper frontmatter, content, and source citations
Update cross-references — add [[wikilinks]] in both directions between related pages

Step 4: Write a source summary page

Create memory/wiki/sources/<source-name>.md with:

One-paragraph summary
Key claims extracted
Entities mentioned (with wikilinks to their pages)
Date ingested

Step 5: Update index and log

Update memory/wiki/index.md — add/update entries for all pages touched
Update knowledge/index.yaml — ensure the source is cataloged with tags and priority
Append to memory/log.md:

Track record

Benchmark

13 / 18

test cases passed, vs 5 / 18 without

Adoption

Users: 1
Times used: 18

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

open-gitagent / opengap

examples/llm-wiki/skills/wiki-ingest/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

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

Wiki Ingest

Workflow

Step 1: Read the source

Step 2: Discuss with the user

Step 3: Update the wiki

Step 4: Write a source summary page

Step 5: Update index and log

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills