find-cause
Use when reported wrong behavior (bug, error, crash, regression, slowdown) has no one-command repro, or its proof stays red after one plain fix attempt.
Skill by blauwtje
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/blauwtje-find-cause
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/find-cause
What's inside
- Skill name
find-cause- Description
- Use when reported wrong behavior (bug, error, crash, regression, slowdown) has no one-command repro, or its proof stays red after one plain fix attempt. Not for a feature complaint.
- License
- MIT
- Instructions
- 38 lines in SKILL.md · view on GitHub
Files (6)
- SKILL.md
- fixer-prompt.md
- investigator-prompt.md
- handoff.md · references/
- loop.md · references/
- profiling.md · references/
SKILL.md (first lines)
# Find cause
a. **Locate.** Until the cause is proven this skill outranks `spec` and `build`; a read-only planning turn writes the plan per `../spec/references/task-list.md`, reproduction test as Task 1. Run `node "${CLAUDE_SKILL_DIR}/../../lib/scratch-exclude.mjs"`; no symbol: `exo:locate-code`.
b. **Investigate.** Proven needs a causal line and a mechanism predicting it or holding in the source: write `Status: proven`; else dispatch `exo:solve-hard` from `investigator-prompt.md`.
c. **Fix.** Settle where it commits per `../build/references/workspace.md`, else copy the handoff to `.exo/debug/`. Dispatch `general-purpose` from `fixer-prompt.md`, the prompt opening with `exo-kind: build`; resume `failed` via SendMessage; if SendMessage is unavailable, dispatch a fresh agent with the prior result path.
d. **Report.** Read only status lines and Report fields. After compaction, re-run `Repro`.
1. **Reproduce.** Read an existing log, profile or `.exo/` report on the path first. One command reproduces it, else evidence, no fix.
- Send long output to `<scratch>/debug-repro.log`, `<scratch>` from `node "${CLAUDE_SKILL_DIR}/../../lib/scratch-path.mjs" debug`; read with `tail -n 40`.
- Steps 1-5 → read `references/loop.md` first.
2. **Instrument.**
3. **Isolate.**
4. **Predict, then fix.**
5. **Prove.**
6. **Retain project knowledge.** Per the table.
7. **Fresh eyes.** No PR review: run `node "${CLAUDE_SKILL_DIR}/../../lib/size-facts.mjs"`; when it prints `changed files` above 2 or `dependency-added yes`, or the fix crosses a public signature, persisted format or security boundary, run `code-review` at `node "${CLAUDE_SKILL_DIR}/../gate/scripts/pick-reviewer.mjs" --effort`'s level (`skip`, `low` or `medium`); fix under Step 5. End on `node "${CLAUDE_SKILL_DIR}/../route-skills/scripts/next-stage.mjs" --after find-cause --artifact none`'s output when edits to build remain; else end on `ship`.
- Invoked by a stage or workflow: ask nothing, return to caller.
## References
| File | Read it when |
|---|---|
| `references/handoff.md` | b, c |
| `../build/references/workspace.md` | c |
| `investigator-prompt.md` | b |
| `fixer-prompt.md` | c |
| `../build/references/performance.md` | Speed |
| `references/loop.md` | 1-5 |
| `references/profiling.md` | Trace |
| `../build/references/critique.md` | No review |
| `../build/references/security.md` | When its first line applies. |
| `../build/references/data-migration.md` | When its first line applies. |
| `../build/references/test-design.md` | When its first line applies. |
| `../build/references/project-knowledge.md` | 6 |
| `../route-skills/references/closing.md` | Before the final message. |
Report: the report rule in `../route-skills/references/closing.md` with the debug log path as the pointer; mechanism, proof lines and SHAs go to the log; unproven: `Repro`, `Expected`, `Actual`, `Hypotheses`.From blauwtje/exo, MIT.
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save-session
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Use when the user invokes it to save an unfinished session's state for a fresh session after a clear.
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Use when commits may leave the machine, or the user asks to push, open, watch or merge a pull request or fix its failing checks, conflicts or review comments.
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spec
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Use when a request leaves done, data, architecture or a trade-off open.
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start
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Use when the user does not remember a skill's name, wants the list of exo skills in plain words, or names a goal and wants exo to pick.
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verify
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Use when a plan's tasks are landed and its branch needs the gate before a pull request: the scripted checks, the branch review and its repairs.
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write-docs
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Use when writing or editing prose read later: a README, doc page, PR, issue or commit body, changelog line, brief or spec.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
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Use when a page or component's look or copy changes, or looks empty, boring or generic.
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edit-skills
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Use when creating, editing or sizing a skill or agent, and before it is done.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
improve
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Use when the user invokes it to raise one score in a repo in an unattended loop, keeping a commit only when one fixed score command gets better and logging…
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
prompt
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Use when the user invokes it to rewrite a rough prompt into a grounded, tagged prompt for Claude and run it after approval.
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refactor
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Use when a named refactor, rename, move or internal API reshape must keep behavior unchanged, or a shim or compatibility re-export tempts.
SkillAFreshness: A★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 6
- Last commit (this folder)
- Oct 22, 2026 (7 days ago)
- Last release
- Oct 19, 2026 (10 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/blauwtje/exo
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from blauwtje
- 0.592score
improve
blauwtje
Use when the user invokes it to raise one score in a repo in an unattended loop, keeping a commit only when one fixed score command gets better and logging…
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
prompt
blauwtje
Use when the user invokes it to rewrite a rough prompt into a grounded, tagged prompt for Claude and run it after approval.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
file-issues
blauwtje
Use when the user types /exo:file-issues to file, open, write or split GitHub issues.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
design-ui
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Use when a page or component's look or copy changes, or looks empty, boring or generic.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
edit-skills
blauwtje
Use when creating, editing or sizing a skill or agent, and before it is done.
SkillAFreshness: A★ 1Claude Code +9 - 0.592score
refactor
blauwtje
Use when a named refactor, rename, move or internal API reshape must keep behavior unchanged, or a shim or compatibility re-export tempts.
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Cite this page
find-cause skill. Agent Mart. https://agentmart.dev/skills/blauwtje-find-cause (last updated 2026-10-24)