Files
gstack/investigate/SKILL.md.tmpl
T
Garry Tan b805aa0113 feat: Confusion Protocol, Hermes + GBrain hosts, brain-first resolver (v0.18.0.0) (#1005)
* feat: add Confusion Protocol to preamble resolver

Injects a high-stakes ambiguity gate at preamble tier >= 2 so all
workflow skills get it. Fires when Claude encounters architectural
decisions, data model changes, destructive operations, or contradictory
requirements. Does NOT fire on routine coding.

Addresses Karpathy failure mode #1 (wrong assumptions) with an
inline STOP gate instead of relying on workflow skill invocation.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* feat: add Hermes and GBrain host configs

Hermes: tool rewrites for terminal/read_file/patch/delegate_task,
paths to ~/.hermes/skills/gstack, AGENTS.md config file.

GBrain: coding skills become brain-aware when GBrain mod is installed.
Same tool rewrites as OpenClaw (agents spawn Claude Code via ACP).
GBRAIN_CONTEXT_LOAD and GBRAIN_SAVE_RESULTS NOT suppressed on gbrain
host, enabling brain-first lookup and save-to-brain behavior.

Both registered in hosts/index.ts with setup script redirect messages.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* feat: GBrain resolver — brain-first lookup and save-to-brain

New scripts/resolvers/gbrain.ts with two resolver functions:
- GBRAIN_CONTEXT_LOAD: search brain for context before skill starts
- GBRAIN_SAVE_RESULTS: save skill output to brain after completion

Placeholders added to 4 thinking skill templates (office-hours,
investigate, plan-ceo-review, retro). Resolves to empty string on
all hosts except gbrain via suppressedResolvers.

GBRAIN suppression added to all 9 non-gbrain host configs.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* feat: wire slop:diff into /review as advisory diagnostic

Adds Step 3.5 to the review template: runs bun run slop:diff against
the base branch to catch AI code quality issues (empty catches,
redundant return await, overcomplicated abstractions). Advisory only,
never blocking. Skips silently if slop-scan is not installed.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* docs: add Karpathy compatibility note to README

Positions gstack as the workflow enforcement layer for Karpathy-style
CLAUDE.md rules (17K stars). Links to forrestchang/andrej-karpathy-skills.
Maps each Karpathy failure mode to the gstack skill that addresses it.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix: improve native OpenClaw thinking skills

office-hours: add design doc path visibility message after writing
ceo-review: add HARD GATE reminder at review section transitions
retro: add non-git context support (check memory for meeting notes)

Mirrors template improvements to hand-crafted native skills.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore: update tests and golden fixtures for new hosts

- Host count: 8 → 10 (hermes, gbrain)
- OpenClaw adapter test: expects undefined (dead code removed)
- Golden ship fixtures: updated with Confusion Protocol + vendoring

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore: regenerate all SKILL.md files

Regenerated from templates after Confusion Protocol, GBrain resolver
placeholders, slop:diff in review, HARD GATE reminders, investigation
learnings, design doc visibility, and retro non-git context changes.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* docs: update project documentation for v0.18.0.0

- CHANGELOG: add v0.18.0.0 entry (Confusion Protocol, Hermes, GBrain,
  slop in review, Karpathy note, skill improvements)
- CLAUDE.md: add hermes.ts and gbrain.ts to hosts listing
- README.md: update agent count 8→10, add Hermes + GBrain to table
- VERSION: bump to 0.18.0.0

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore: sync package.json version to 0.18.0.0

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix: extract Step 0 from review SKILL.md in E2E test

The review-base-branch E2E test was copying the full 1493-line
review/SKILL.md into the test fixture. The agent spent 8+ turns
reading it in chunks, leaving only 7 turns for actual work, causing
error_max_turns on every attempt.

Now extracts only Step 0 (base branch detection, ~50 lines) which is
all the test actually needs. Follows the CLAUDE.md rule: "NEVER copy
a full SKILL.md file into an E2E test fixture."

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* feat: update GBrain and Hermes host configs for v0.10.0 integration

GBrain: add 'triggers' to keepFields so generated skills pass
checkResolvable() validation. Add version compat comment.

Hermes: un-suppress GBRAIN_CONTEXT_LOAD and GBRAIN_SAVE_RESULTS.
The resolvers handle GBrain-not-installed gracefully, so Hermes
agents with GBrain as a mod get brain features automatically.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* feat: GBrain resolver DX improvements and preamble health check

Resolver changes:
- gbrain query → gbrain search (fast keyword search, not expensive hybrid)
- Add keyword extraction guidance for agents
- Show explicit gbrain put_page syntax with --title, --tags, heredoc
- Add entity enrichment with false-positive filter
- Name throttle error patterns (exit code 1, stderr keywords)
- Add data-research routing for investigate skill
- Expand skillSaveMap from 4 to 8 entries
- Add brain operation telemetry summary

Preamble changes:
- Add gbrain doctor --fast --json health check for gbrain/hermes hosts
- Parse check failures/warnings count
- Show failing check details when score < 50

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix: preserve keepFields in allowlist frontmatter mode

The allowlist mode hard-coded name + description reconstruction but
never iterated keepFields for additional fields. Adding 'triggers'
to keepFields was a no-op because the field was silently stripped.

Now iterates keepFields and preserves any field beyond name/description
from the source template frontmatter, including YAML arrays.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* feat: add triggers to all 38 skill templates

Multi-word, skill-specific trigger keywords for GBrain's RESOLVER.md
router. Each skill gets 3-6 triggers derived from its "Use when asked
to..." description text. Avoids single generic words that would collide
across skills (e.g., "debug this" not "debug").

These are distinct from voice-triggers (speech-to-text aliases) and
serve GBrain's checkResolvable() validation.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore: regenerate all SKILL.md files and update golden fixtures

Regenerated from updated templates (triggers, brain placeholders,
resolver DX improvements, preamble health check). Golden fixtures
updated to match.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix: settings-hook remove exits 1 when nothing to remove

gstack-settings-hook remove was exiting 0 when settings.json didn't
exist, causing gstack-uninstall to report "SessionStart hook" as
removed on clean systems where nothing was installed.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* docs: update project documentation for GBrain v0.10.0 integration

ARCHITECTURE.md: added GBRAIN_CONTEXT_LOAD and GBRAIN_SAVE_RESULTS
to resolver table.

CHANGELOG.md: expanded v0.18.0.0 entry with GBrain v0.10.0 integration
details (triggers, expanded brain-awareness, DX improvements, Hermes
brain support), updated date.

CLAUDE.md: added gbrain to resolvers/ directory comment.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix: routing E2E stops writing to user's ~/.claude/skills/

installSkills() was copying SKILL.md files to both project-level
(.claude/skills/ in tmpDir) and user-level (~/.claude/skills/).
Writing to the user's real install fails when symlinks point to
different worktrees or dangling targets (ENOENT on copyFileSync).

Now installs to project-level only. The test already sets cwd to
the tmpDir, so project-level discovery works.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* chore: scale Gemini E2E back to smoke test

Gemini CLI gets lost in worktrees on complex tasks (review times out
at 600s, discover-skill hits exit 124). Nobody uses Gemini for gstack
skill execution. Replace the two failing tests (gemini-discover-skill
and gemini-review-findings) with a single smoke test that verifies
Gemini can start and read the README. 90s timeout, no skill invocation.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-16 10:41:38 -07:00

221 lines
9.1 KiB
Cheetah

---
name: investigate
preamble-tier: 2
version: 1.0.0
description: |
Systematic debugging with root cause investigation. Four phases: investigate,
analyze, hypothesize, implement. Iron Law: no fixes without root cause.
Use when asked to "debug this", "fix this bug", "why is this broken",
"investigate this error", or "root cause analysis".
Proactively invoke this skill (do NOT debug directly) when the user reports
errors, 500 errors, stack traces, unexpected behavior, "it was working
yesterday", or is troubleshooting why something stopped working. (gstack)
allowed-tools:
- Bash
- Read
- Write
- Edit
- Grep
- Glob
- AskUserQuestion
- WebSearch
triggers:
- debug this
- fix this bug
- why is this broken
- root cause analysis
- investigate this error
hooks:
PreToolUse:
- matcher: "Edit"
hooks:
- type: command
command: "bash ${CLAUDE_SKILL_DIR}/../freeze/bin/check-freeze.sh"
statusMessage: "Checking debug scope boundary..."
- matcher: "Write"
hooks:
- type: command
command: "bash ${CLAUDE_SKILL_DIR}/../freeze/bin/check-freeze.sh"
statusMessage: "Checking debug scope boundary..."
---
{{PREAMBLE}}
# Systematic Debugging
## Iron Law
**NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.**
Fixing symptoms creates whack-a-mole debugging. Every fix that doesn't address root cause makes the next bug harder to find. Find the root cause, then fix it.
---
{{GBRAIN_CONTEXT_LOAD}}
## Phase 1: Root Cause Investigation
Gather context before forming any hypothesis.
1. **Collect symptoms:** Read the error messages, stack traces, and reproduction steps. If the user hasn't provided enough context, ask ONE question at a time via AskUserQuestion.
2. **Read the code:** Trace the code path from the symptom back to potential causes. Use Grep to find all references, Read to understand the logic.
3. **Check recent changes:**
```bash
git log --oneline -20 -- <affected-files>
```
Was this working before? What changed? A regression means the root cause is in the diff.
4. **Reproduce:** Can you trigger the bug deterministically? If not, gather more evidence before proceeding.
5. **Check investigation history:** Search prior learnings for investigations on the same files. Recurring bugs in the same area are an architectural smell. If prior investigations exist, note patterns and check if the root cause was structural.
{{LEARNINGS_SEARCH}}
Output: **"Root cause hypothesis: ..."** — a specific, testable claim about what is wrong and why.
---
## Scope Lock
After forming your root cause hypothesis, lock edits to the affected module to prevent scope creep.
```bash
[ -x "${CLAUDE_SKILL_DIR}/../freeze/bin/check-freeze.sh" ] && echo "FREEZE_AVAILABLE" || echo "FREEZE_UNAVAILABLE"
```
**If FREEZE_AVAILABLE:** Identify the narrowest directory containing the affected files. Write it to the freeze state file:
```bash
STATE_DIR="${CLAUDE_PLUGIN_DATA:-$HOME/.gstack}"
mkdir -p "$STATE_DIR"
echo "<detected-directory>/" > "$STATE_DIR/freeze-dir.txt"
echo "Debug scope locked to: <detected-directory>/"
```
Substitute `<detected-directory>` with the actual directory path (e.g., `src/auth/`). Tell the user: "Edits restricted to `<dir>/` for this debug session. This prevents changes to unrelated code. Run `/unfreeze` to remove the restriction."
If the bug spans the entire repo or the scope is genuinely unclear, skip the lock and note why.
**If FREEZE_UNAVAILABLE:** Skip scope lock. Edits are unrestricted.
---
## Phase 2: Pattern Analysis
Check if this bug matches a known pattern:
| Pattern | Signature | Where to look |
|---------|-----------|---------------|
| Race condition | Intermittent, timing-dependent | Concurrent access to shared state |
| Nil/null propagation | NoMethodError, TypeError | Missing guards on optional values |
| State corruption | Inconsistent data, partial updates | Transactions, callbacks, hooks |
| Integration failure | Timeout, unexpected response | External API calls, service boundaries |
| Configuration drift | Works locally, fails in staging/prod | Env vars, feature flags, DB state |
| Stale cache | Shows old data, fixes on cache clear | Redis, CDN, browser cache, Turbo |
Also check:
- `TODOS.md` for related known issues
- `git log` for prior fixes in the same area — **recurring bugs in the same files are an architectural smell**, not a coincidence
**External pattern search:** If the bug doesn't match a known pattern above, WebSearch for:
- "{framework} {generic error type}" — **sanitize first:** strip hostnames, IPs, file paths, SQL, customer data. Search the error category, not the raw message.
- "{library} {component} known issues"
If WebSearch is unavailable, skip this search and proceed with hypothesis testing. If a documented solution or known dependency bug surfaces, present it as a candidate hypothesis in Phase 3.
---
## Phase 3: Hypothesis Testing
Before writing ANY fix, verify your hypothesis.
1. **Confirm the hypothesis:** Add a temporary log statement, assertion, or debug output at the suspected root cause. Run the reproduction. Does the evidence match?
2. **If the hypothesis is wrong:** Before forming the next hypothesis, consider searching for the error. **Sanitize first** — strip hostnames, IPs, file paths, SQL fragments, customer identifiers, and any internal/proprietary data from the error message. Search only the generic error type and framework context: "{component} {sanitized error type} {framework version}". If the error message is too specific to sanitize safely, skip the search. If WebSearch is unavailable, skip and proceed. Then return to Phase 1. Gather more evidence. Do not guess.
3. **3-strike rule:** If 3 hypotheses fail, **STOP**. Use AskUserQuestion:
```
3 hypotheses tested, none match. This may be an architectural issue
rather than a simple bug.
A) Continue investigating — I have a new hypothesis: [describe]
B) Escalate for human review — this needs someone who knows the system
C) Add logging and wait — instrument the area and catch it next time
```
**Red flags** — if you see any of these, slow down:
- "Quick fix for now" — there is no "for now." Fix it right or escalate.
- Proposing a fix before tracing data flow — you're guessing.
- Each fix reveals a new problem elsewhere — wrong layer, not wrong code.
---
## Phase 4: Implementation
Once root cause is confirmed:
1. **Fix the root cause, not the symptom.** The smallest change that eliminates the actual problem.
2. **Minimal diff:** Fewest files touched, fewest lines changed. Resist the urge to refactor adjacent code.
3. **Write a regression test** that:
- **Fails** without the fix (proves the test is meaningful)
- **Passes** with the fix (proves the fix works)
4. **Run the full test suite.** Paste the output. No regressions allowed.
5. **If the fix touches >5 files:** Use AskUserQuestion to flag the blast radius:
```
This fix touches N files. That's a large blast radius for a bug fix.
A) Proceed — the root cause genuinely spans these files
B) Split — fix the critical path now, defer the rest
C) Rethink — maybe there's a more targeted approach
```
---
## Phase 5: Verification & Report
**Fresh verification:** Reproduce the original bug scenario and confirm it's fixed. This is not optional.
Run the test suite and paste the output.
Output a structured debug report:
```
DEBUG REPORT
════════════════════════════════════════
Symptom: [what the user observed]
Root cause: [what was actually wrong]
Fix: [what was changed, with file:line references]
Evidence: [test output, reproduction attempt showing fix works]
Regression test: [file:line of the new test]
Related: [TODOS.md items, prior bugs in same area, architectural notes]
Status: DONE | DONE_WITH_CONCERNS | BLOCKED
════════════════════════════════════════
```
Log the investigation as a learning for future sessions. Use `type: "investigation"` and include the affected files so future investigations on the same area can find this:
```bash
~/.claude/skills/gstack/bin/gstack-learnings-log '{"skill":"investigate","type":"investigation","key":"ROOT_CAUSE_KEY","insight":"ROOT_CAUSE_SUMMARY","confidence":9,"source":"observed","files":["affected/file1.ts","affected/file2.ts"]}'
```
{{LEARNINGS_LOG}}
{{GBRAIN_SAVE_RESULTS}}
---
## Important Rules
- **3+ failed fix attempts → STOP and question the architecture.** Wrong architecture, not failed hypothesis.
- **Never apply a fix you cannot verify.** If you can't reproduce and confirm, don't ship it.
- **Never say "this should fix it."** Verify and prove it. Run the tests.
- **If fix touches >5 files → AskUserQuestion** about blast radius before proceeding.
- **Completion status:**
- DONE — root cause found, fix applied, regression test written, all tests pass
- DONE_WITH_CONCERNS — fixed but cannot fully verify (e.g., intermittent bug, requires staging)
- BLOCKED — root cause unclear after investigation, escalated