Know my repo
Skill silkyland/know-my-repo
Agent skill: day-one onboarding from zero knowledge — 5-scope deep read, conventions with 2+ examples proof, verified commands, exemplar feature trace, generates cited AGENTS.md + ARCHITECTURE.md
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Onboards an agent onto an unfamiliar repository from zero knowledge: deep parallel read of the codebase, extraction of the repo's actual conventions (each proven by at least two examples), verified build/test/run commands, an end-to-end exemplar trace of how a feature is really added, then generates the initial knowledge set — AGENTS.md and docs/ARCHITECTURE.md — with every fact cited. Nothing is deleted. Use on repositories with no (or trivial) agent knowledge files, when the user asks to onboard, initialize, understand, or learn a repo, generate a CLAUDE.md/AGENTS.md from scratch, or mentions know-my-repo or /know-my-repo.
The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.
SKILL.md
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Know My Repo
Day one on a codebase you have never seen. No docs, no notes, no memory — just code. This skill turns that into a knowledge set a future agent can load and be productive immediately, built the only honest way: by reading the code, running the commands, and citing everything.
Sibling skills: this one creates knowledge where there is none. If rotten knowledge files already exist, recommend clean-slate (reset with backup gate) instead of writing competing docs next to them.
The Prime Directive (family rule)
No claim without evidence. Every statement in the generated docs carries a
file:linecitation, a command you actually ran, or an explicitUNVERIFIEDtag. A convention is only a convention with two or more examples and no counterexample — otherwise report it as an inconsistency.
Progress checklist
Copy this into your response and check items off:
Know My Repo Progress:
- [ ] Step 1: Recon — stack, size, knowledge files checked, Newcomer Questions written
- [ ] Step 2: Deep read — structure, data flow, wiring, git trajectory, ops (parallel)
- [ ] Step 3: Conventions — extracted with 2+ examples each; inconsistencies listed
- [ ] Step 4: Commands — build/test/lint verified by running them
- [ ] Step 5: Exemplar trace — one real feature followed end to end
- [ ] Step 6: Write — Findings Brief confirmed, then AGENTS.md + docs/ARCHITECTURE.md, fully cited
- [ ] Step 7: Cold-start test — docs answer the Newcomer Questions; mechanical checks pass
- [ ] Step 8: Report
Step 1 — Recon
- Resolve the target: if a
[project-root]argument was given, treat that path as the repo root for every step below; otherwise use the current working directory. State which one you used in the final report. - Detect stack and size: manifests (
package.json,composer.json,go.mod, …), lockfiles, top-level layout, file count. - Check for existing knowledge files (
CLAUDE.md,AGENTS.md,.cursorrules,docs/ARCHITECTURE.md, …):- None or trivial (< ~20 meaningful lines): proceed; merge the trivial content in later.
- Substantial: stop and ask ONE question — update what exists, or reset via clean-slate? Recommended answer included. Never write competing docs beside living ones.
- Write the Newcomer Questions — a numbered list (typically 8–15) of
what a productive newcomer must be able to answer. Always include: where
does feature work happen, how do I run the tests, how is a feature added
end to end, how does this deploy and run in production, and what will
bite me first. Add repo-specific questions as recon reveals them. Steps
2–5 exist to answer this list: findings cite the question number they
answer, questions discovered mid-read are appended, and the deep read is
complete when every question is answered with evidence or tagged
UNVERIFIED— not when every file has been read.
Preflight: if the repo is empty or contains only scaffolding (no meaningful code), note it and proceed with minimal docs reflecting that state.
Step 2 — Deep read
Read the repo like deep-plan Phase 1. If exploration subagents are available, fan out in parallel with distinct scopes; otherwise cover the same scopes sequentially — see references/exploration-guide.md:
- Structure & entry points
- Data flow (write path AND read path, end to end)
- Wiring (DI, config, registration, env)
- Tests & quality gates
- Git trajectory (~30 commits: what is the team building toward?)
- Operational reality (deploy pipeline, environments, background jobs, data scale — docs that ignore how the thing ships are incomplete)
Classify components works / half-wired / dead, each with a proving file path. Merge subagent reports and spot-check surprising claims yourself before accepting them.
Step 3 — Extract conventions
Conventions are what make generated code look native. Extract them with evidence per references/conventions-guide.md: naming, module boundaries, error handling, state, styling, test patterns. Rule: 2+ examples = convention; 1 example = observation; conflicting examples = inconsistency (report it, do not pick a winner silently).
Step 4 — Verify the commands
Find the build / test / lint / run commands (manifests, CI config, Makefile)
and run the safe ones (read-only: build, test, lint — not deploy, not
migrate). Record real results: a test suite that fails on a clean checkout
is a first-class finding, not an embarrassment to hide. Commands you could
not run are listed as UNVERIFIED with the reason AND what would unblock a
real run (missing env var, service, credentials) — no unknown sits silently
behind a bare tag.
Step 5 — Exemplar trace
The single most useful artifact for a newcomer: pick ONE representative, recently-touched feature and trace it end to end — route/entry → handler → service → storage → output/render, naming every file on the path. This becomes the "How to add a feature here" section: the repo's own pattern, proven by its own code, not a generic tutorial.
Step 6 — Write the knowledge set
Findings Brief Gate — before writing a single file, present a compact
brief in chat: stack and architecture in a sentence or two, the target file
names (AGENTS.md vs CLAUDE.md), the verified command results, and every
inconsistency with a recommended resolution. 10–20 lines total; this is
the brief, not the docs. Ask for confirmation once. A correction here
costs one message; after Step 6 it costs a rewrite. If the user cannot
respond (headless/CI run), proceed — creating files is reversible and
nothing is deleted — but leave every inconsistency dual-cited and
unresolved, and tag any user-dependent choice UNCONFIRMED in the docs.
Then follow references/knowledge-templates.md:
AGENTS.md— ground rules from real conventions, verified commands, observed gotchas. Under 150 lines. (Write toCLAUDE.md/AGENT.mdinstead if the repo's tooling expects that name.)docs/ARCHITECTURE.md— overview, component table with status, data flow, the exemplar trace, inconsistencies and sharp edges.
Do NOT generate a ROADMAP.md — direction is the user's call, not the code's. If half-wired components suggest unfinished intent, list them in the report and offer deep-plan as the follow-up.
Step 7 — Cold-start test
Re-read only the files you just wrote, as if you were a fresh agent, and answer the numbered Newcomer Questions from Step 1 using the docs alone. Every question you cannot answer from the docs is a gap — fix it, or list it under Unverified with what would confirm it, before presenting.
Then run the mechanical checks — these are commands, not judgment calls, and all MUST pass before presenting:
wc -l AGENTS.md→ 150 or less. Over budget = cut informative lines until it passes; do not present and apologize.- Repo metadata is evidence, not inference: any remote/hosting/author
line in the docs must match
git remote -v/ git config output exactly. Never construct a GitHub/GitLab URL from the repo's name — that is fabrication. No remote configured = say so. - Every "convention" line cites 2+ locations; anything with one citation is relabeled observation — grep your own output for the word "convention" and check each.
- Proportionality: docs should not dwarf the code (a 500-line app does not need 600 lines of architecture doc) — cut repetition, keep facts.
- Walk the Newcomer Questions by number: every question is either answered in the generated docs or listed in the Unverified section. A silently dropped question fails the gate.
- Every Gotcha line carries a
file:linecitation or an "observed running<command>" note. A gotcha that could be pasted into any repo's docs unchanged is deleted, not kept as filler.
Step 8 — Report
- The completed progress checklist from the top of this skill — checked off honestly; an unchecked item with a reason beats a falsely checked one.
- Created: the files, one line each.
- Key findings: stack, architecture in one paragraph, top 3 sharp edges.
- Inconsistencies: conventions that conflict (the team may want to pick one).
- UNVERIFIED: what you could not confirm and why.
- Suggested follow-up: half-wired components worth a deep-plan run.
When things go wrong
| Situation | Response |
|---|---|
| Repo is empty or only scaffolding | Complete with minimal docs noting current state; AGENTS.md states "scaffolding only, no features yet" |
| Commands fail on clean checkout (Step 4) | Record honest failure with output; this is a first-class finding, not a failure of the skill |
| No git history available | Skip git trajectory (Step 2 Scope 5); note UNVERIFIED: no git history in ARCHITECTURE.md; rely on file timestamps |
| User unavailable at Findings Brief Gate (headless) | Proceed with file creation (reversible); leave inconsistencies dual-cited and unresolved; tag choices UNCONFIRMED |
| Cold-start test fails (Step 7) — docs don't answer Newcomer Questions | Fix the gaps or list them under Unverified with what would confirm them; do not present until gate passes |