Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →hashgraph-online/discovery
Use this skill when running systematic quality discovery and issue detection. Runs modular probes adapted to the project's tech stack, presents findings interactively for user triage, and creates VCS issues for confirmed problems. Invoked standalone via /discovery or embedded in session-end.
Passed 13 of 18 test cases with the skill, and 5 of 18 without it.
and 9 more in the full report
10 fixed7 passed either way6 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
During Phase 4 verification of a file-anchored finding at line 120, the scanner reads `src/api.ts`. Within what line boundary relative to line 120 must the matched text appear to be confirmed?
| Checked | Without skill | With skill |
|---|---|---|
| Verifies matched text presence within a +/- 3 lines tolerance window | Missed | Passed |
The instructions your model reads when the skill loads.
Two modes of operation:
/discovery [scope]): Full 6-phase flow with interactive triage (Phases 0-6)discovery-on-close: true): Phases 0-4 only, returns structured findings to session-endThe scope argument accepts: all (default), code, infra, ui, arch, session, audit, vault, feature, or comma-separated like code,session.
Read skills/_shared/bootstrap-gate.md and execute the gate check. If the gate is CLOSED, invoke skills/bootstrap/SKILL.md and wait for completion before proceeding. If the gate is OPEN, continue to Phase 1.
Read and parse Session Config per skills/_shared/config-reading.md. Store result as $CONFIG.
Discovery-relevant fields (parse these specifically):
discovery-on-close, discovery-probes, discovery-exclude-paths, discovery-severity-threshold, discovery-confidence-threshold, discovery-parallelismtest-command, typecheck-command, lint-commandpencil, vcs, cross-repos, stale-issue-daysDetect the project's tech stack via marker file checks. Use Glob and run checks in parallel:
| Marker File(s) | Activates |
|---|---|
package.json | JS/TS probes |
tsconfig.json | TypeScript probes |
requirements.txt / pyproject.toml | Python probes |
Dockerfile / docker-compose.yml | Container probes |
vercel.json / .vercel/ | Vercel probes |
test cases passed, vs 5 / 18 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.