Individual skill

ima-copilot

Installs, diagnoses, repairs, and personalizes the official Tencent IMA skill (a wrapper around upstream ima-skill, not a replacement), including fan-out search across IMA knowledge bases with priority boosting. Use when the user mentions IMA / 腾讯 IMA / ima-skill, needs IMA API key setup, 知识库搜索 / 笔记搜索, imports URLs into a KB to extract content, or hits "Skipped loading skill(s) due to invalid SKILL.md" (ima-skill's missing-YAML-frontmatter bug).

ima-copilot/SKILL.md

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Source commit 7c4d326ddd94d504e00e241ba49498e95160afbe

What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: Yes
Repository scan complete: No
Skill scan complete: No
Observed behavior: Network or broad shell
Last checked: Nov 4, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

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Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings): 1,522
Repository last updated: Nov 6, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

writing Derived category

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files

SKILL.mdcore · 10,598 bytes
SKILL.mdcore · 10,598 bytes
SKILL.mdcore · 10,598 bytes
SKILL.mdcore · 10,598 bytes
SKILL.mdcore · 10,598 bytes
config-template/copilot.json.exampleasset · 774 bytes
references/api_key_setup.mddoc · 5,950 bytes
references/import_and_extract.mddoc · 8,325 bytes
references/installation_flow.mddoc · 7,738 bytes
references/known_issues.mddoc · 11,145 bytes
references/search_best_practices.mddoc · 9,494 bytes
scripts/diagnose.shruns · 9,861 bytes
scripts/install_ima_skill.shruns · 7,238 bytes
scripts/search_fanout.pyruns · 13,644 bytes
tests/test_search_fanout.pyruns · 3,759 bytes

Read excerpt


# IMA Copilot

One-command installer, troubleshooter, and personalization layer for the official Tencent IMA skill.

## Architectural principles (do not violate)

This skill is a **wrapper layer** around ima-skill. The wrapper contract is non-negotiable:

- **Never vendor upstream files.** This skill directory does not contain any copy, fork, or excerpt of ima-skill's own content. When ima-skill ships a new release, users get the new release without any interference from this wrapper.
- **Repairs happen at runtime, not at ship time.** If an upstream bug needs patching, this skill carries the *instructions* for how to patch, not the patched files. Running a repair is idempotent: rerunning after an upstream update re-detects and re-fixes anything that came back.
- **Always ask before touching upstream files.** Modifying `~/.claude/skills/ima-skill/**`, `~/.agents/skills/ima-skill/**`, or any other upstream install directory requires explicit user consent via AskUserQuestion. No silent patching.
- **Teach rather than hide.** When a fix is applied, show the user exactly what changed and where the backup was saved. This is how users learn to maintain their own installs.

## What this skill does