synthesis-skills-manager（综合技能经理）

Synthesis Skills Manager

You are an AI agent managing synthesis skills across a three-repo architecture. Skills are executable methodology for AI agents — not configuration files, not packages. This distinction matters for how you handle drift and conflicts.

Architecture

Three skill repositories, each with a different access level:

Installation targets (in priority order):

1. ~/.claude/skills/ — Claude Code
2. ~/.agents/skills/ — Cross-platform convention
3. ~/.cursor/skills/ — Cursor (if present)
4. /path/to/project/.claude/skills/ — Project-level (shared repo only)

Provenance Tracking

Every installed skill has a .source.json file (gitignored in source repos):

{
  "source_repo": "github.com/rajivpant/synthesis-skills",
  "source_type": "public",
  "source_path": "synthesis-thinking-framework/SKILL.md",
  "source_commit": "abc123...",
  "installed_at": "2026-03-23T14:30:00Z",
  "installed_by": "synthesis-skills-manager"
}

Commands

When the user asks you to manage skills, execute the appropriate command:

install [repo] [skill-name]

Install a skill from a source repo to the target location.

1. Read the skill's SKILL.md from the source repo
2. Check if a skill with the same name already exists at the target
3. If it exists: a. Compare checksums (SHA-256 of SKILL.md content) b. If identical, skip (already up to date) c. If different, perform drift resolution (see below)
4. Copy the skill directory to the target
5. Write .source.json with current commit hash and timestamp
6. Check dependencies (read depends_on from frontmatter, verify each is installed)
7. Report result

update [repo]

Update all skills from a source repo.

1. For each skill in the source repo, run the install flow
2. Report: updated, skipped (unchanged), merged (drift resolved)

status

Show the state of all installed skills.

1. Scan all target directories for skill directories (contain SKILL.md)
2. Group by source_repo (from.source.json)
3. For each skill:

- Read .source.json for provenance - Compare installed SKILL.md checksum against source (if source repo is available locally) - Report: OK, DRIFT (local changes), MISSING (in source but not installed), ORPHAN (installed but not in any known source)

1. Check all dependencies
2. Validate access hierarchy

drift [skill-name]

Show what changed between installed and source versions.

1. Read both SKILL.md files
2. Show a diff summary (sections added, removed, modified)
3. Recommend: accept source, keep local, or merge

merge [skill-name]

Perform synthesis merge when drift is detected.

This is the key differentiator from package managers. Skills are methodology — when the installed copy and source both have legitimate changes, the right answer is synthesis merge, not "pick a version."

Merge protocol:

1. Read the source version (from repo)
2. Read the installed version (from target)
3. Read .source.json to find the common ancestor commit
4. Identify what changed in each:

- Source changes: new sections, updated instructions, bug fixes - Local changes: customizations, environment-specific tweaks, improvements

1. Synthesize:

- Keep all source structural changes (new sections, reordered steps) - Keep all local customizations that don't conflict with source intent - For true conflicts (both changed the same instruction differently), present both versions and ask the user

1. Write the merged result to the installed location
2. Update .source.json with new commit hash

What makes this different from git merge: Git merges text. This merges methodology. An AI agent understands that moving a step from section 3 to section 2 is not a conflict with adding a new substep to section 3 — even though a text-based merge would flag it.

Dependency Access Hierarchy

Strict rules — enforced on every install and status check:

No cross-collection private dependencies. If a private skill needs functionality from a shared skill (or vice versa), the dependency must be promoted to public first.

Checking Dependencies

Read depends_on from SKILL.md frontmatter:

depends_on: ["synthesis-thinking-framework", "synthesis-content-quality"]

For each dependency:

1. Check if it's installed in the target directory
2. Read its .source.json to get its source_type
3. Validate against the hierarchy table
4. Report warnings (missing) or violations (hierarchy breach)

Configuration Separation

Skills with user-specific values have a ## Configuration section with a table:

## Configuration

| Setting | Value | Description |
|---------|-------|-------------|
| `daily_plans_path` | `ai-knowledge-{workspace}/projects/_daily-plans/` | Where to save daily plans |

When installing a skill that has a Configuration section:

1. Note the configuration table to the user
2. If the user has previously configured values for this skill (in a prior installation), preserve them
3. Never overwrite Configuration values during update — merge them

Workflow Examples

First-time setup

User: "Install all my synthesis skills"

1. Clone/update synthesis-skills (public) → install 22 skills to ~/.claude/skills/
2. Clone/update synthesis-skills-rajiv (private) → install 13 skills to ~/.claude/skills/
3. For project-level: install synthesis-skills-mcclatchy skills to project .claude/skills/
4. Write .source.json for each
5. Check all dependencies
6. Report summary

Drift detected during update

User: "Update my skills"

1. Pull latest from each repo
2. For synthesis-daily-rituals: installed checksum ≠ source checksum
3. Read both versions
4. Installed has: added clickable link instruction (local improvement)
5. Source has: no changes since last install
6. Decision: local is ahead of source → keep local, update .source.json timestamp
7. Report: "synthesis-daily-rituals: local changes preserved (source unchanged)"

Both sides changed

User: "Update my skills"

1. Pull latest from each repo
2. For synthesis-article-writing: installed checksum ≠ source checksum
3. Source has: new Phase 3 critical review section
4. Installed has: custom anonymization examples added
5. Decision: synthesis merge needed
6. Merge: keep new Phase 3 from source + keep custom examples from local
7. Report: "synthesis-article-writing: merged (source added Phase 3, kept local customizations)"

Error Handling

• Source repo not available locally: Report which repo is missing, suggest cloning it
• Circular dependencies: Detect and report (should never happen with the hierarchy)
• Corrupted.source.json: Regenerate from SKILL.md frontmatter (source_repo, source_type) and current state
• Skill with no frontmatter: Warn — skill doesn't follow the standard. Install anyway but flag for review.

Implementation Notes

This skill is designed to be executed by an AI agent (Claude Code, Cursor, etc.), not as a shell script. The agent reads files, compares content, understands methodology structure, and makes merge decisions that a text-based tool cannot.

The install.sh scripts in each repo serve as bootstrap/fallback installers for environments without an AI agent. They handle the mechanical parts (copy, provenance, checksums) but cannot do synthesis merge — they overwrite on conflict with a drift warning.