Float Context Lookup

Query everything float.db knows about a given path. Use this proactively, not just when asked.

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When to Invoke This Skill

Reactive (user asks)

• User mentions a file/folder path
• User asks "what do we know about /src/auth?"
• User says "what's the context for X?"

Proactive (you decide)

Invoke this BEFORE modifying code you haven't worked on recently:

• About to edit files in an unfamiliar directory
• Making changes that could affect other parts of the system
• Unsure about existing patterns or conventions in an area
• Working on code another session touched

Why proactive matters: Previous sessions may have made decisions you shouldn't contradict. Context may be stale (files changed). There may be open questions you can resolve.

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What to Query

All queries use the project's .float/float.db directly:

1. Folder Context

sqlite3 .float/float.db "SELECT path, description, context, status, ai_updated FROM folders WHERE path = '/given/path'"

2. Locked Decisions

sqlite3 .float/float.db "SELECT date, title, decision, rationale FROM log_entries WHERE folder_path LIKE '/given/path%' AND status = 'locked' ORDER BY created_at DESC LIMIT 5"

3. Open Questions

sqlite3 .float/float.db "SELECT question, context FROM open_questions WHERE folder_path = '/given/path' AND resolved_at IS NULL"

4. Scope Chain

sqlite3 .float/float.db "WITH RECURSIVE chain AS (SELECT * FROM folders WHERE path = '/given/path' UNION ALL SELECT f.* FROM folders f JOIN chain c ON f.path = c.parent_path) SELECT path, description, status FROM chain"

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Interpreting Status

Status	Meaning	What to Do
current	Context is fresh and trustworthy	Rely on it confidently
stale	Files changed since last enrichment	Verify before relying — read actual files to confirm context still applies
pending	No AI context exists yet	You're the first — write good context for future sessions

Stale Context Warning

If status is stale, tell the user:

"This folder's context is stale — files have changed since it was last analyzed. I'll verify the current state before making changes."

Then read the actual files to confirm or update your understanding.

Pending Context Opportunity

If status is pending, you have a responsibility:

"This folder has no context yet. As I work here, I'll capture what I learn so future sessions start with understanding."

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What to Surface

Always tell the user what you found. Don't silently query and move on.

Warnings (surface immediately)

• Stale context — "Context for /src/auth is stale. Verifying current state."
• Locked decisions — "There's a locked decision about token handling here. I'll work within that constraint."
• Open questions — "Session 44 left an open question: 'Should we support OAuth?' Want to resolve it now?"
• Scope conflicts — If parent scope has constraints that affect this work

Presentation Format

Context for /src/auth

Description: Authentication middleware and JWT handling

Status: STALE — files changed since last enrichment

Locked Decisions:

• Session 42: "Use refresh tokens over session cookies"
• Session 38: "Middleware runs before route handlers"

Open Questions:

• "Should we support OAuth providers?" (Session 44)

Scope Chain: /src/auth ← /src ← /

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After Working in This Area

Once you've done significant work in a folder — especially if you learned something not in the database — remind the user:

"I've learned more about this area than what's stored. Run /float-capture to preserve this understanding for future sessions."

Significant work includes:

• Understanding patterns not documented
• Making architectural decisions
• Resolving open questions
• Discovering how things actually work vs. how they were described

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Permissions

First-time queries may trigger permission prompts. If /float boot already ran, permissions should be set. If not, offer:

"I can auto-approve FloatPrompt operations for future sessions. Want me to update your permissions?"

If yes:

1. Read .claude/settings.json (create if missing)
2. Add these patterns to permissions.allow:
   • "Bash(git:*)" — for repo operations
   • "Bash(sqlite3:*)" — for database queries
   • "Bash(${CLAUDE_PLUGIN_ROOT}/lib/boot.sh:*)" — resolved to actual path
   • "Bash(${CLAUDE_PLUGIN_ROOT}/lib/scan.sh:*)" — resolved to actual path
   • "Bash(${CLAUDE_PLUGIN_ROOT}/hooks/float-capture.sh:*)" — resolved to actual path
3. Confirm: "Done — future FloatPrompt operations won't prompt."