graph SKILL.md skillA

graph from renzrollon/interlock is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add renzrollon/interlock/graph@git:20261010.9d0a5c2

Pins git:20261010.9d0a5c2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
renzrollon/interlock
Path
skills/graph/SKILL.md
Versions recorded
5
Latest version
git:20261010.9d0a5c2, committed Oct 10, 2026
First version recorded
Aug 12, 2026
Size
7,293 bytes
Repository stars
31
License
MIT

Build and query a local, deterministic codebase knowledge graph (imports, symbols, OpenSpec specs, memory) so agents navigate with token-budgeted subgraphs instead of re-grepping. Use when indexing a repo, finding who consumes a symbol, tracing how one module reaches another, or before a deep explore or review sweep.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

Build and query a **local, deterministic** codebase knowledge graph. No vector store, no external service, no network.

**What gets indexed:** JS/TS, Python (`.py`/`.pyi`), shell (`.sh`/`.bash`), C# (`.cs`, and `.csproj` project references), Bicep (`.bicep`), and curated small config JSON (`package.json`, `tsconfig*.json` — not lockfiles). Markdown stays on the bounded-retrieval path (`DOCS_DIGEST.md` / `context` / `docs`) plus the OpenSpec overlay — never dump every `*.md` into `graph.json`.

Languages outside that set (Go, Rust, Java, Ruby) are **not** structurally indexed: you still get the docs and OpenSpec overlays, but no import/symbol edges. Say so plainly rather than implying the graph is complete.

**C# is inferred, not resolved.** A `.csproj` `ProjectReference` is an `EXTRACTED` project-to-project edge. A C# type reference and a test-to-type link are `INFERRED`: they come from identifier matching against the namespaces a file can see, not from a compiler. Treat them as hints to verify. Four limits are known and not worked around:

- A type named only by its fully-qualified name, with no `using`, is not seen.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add renzrollon/interlock/graph@sha256:eb8db01f7600d490

The line at the top of this page pins the label git:20261010.9d0a5c2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wzi7x2orh2qaov3j.svg)](https://markdownregistry.com/a/art_wzi7x2orh2qaov3j)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Aug 12, 2026 and Oct 10, 2026, about one every 15 days.

versioncommittedcommitsizeaudit
git:20261010.9d0a5c2 latest2026-10-10 9d0a5c2 7,293 BA view · diff
git:20261010.5a6d1642026-10-10 5a6d164 6,776 BA view · diff
git:20260813.d91d7022026-08-13 d91d702 5,666 BA view · diff
git:20260812.83c0b5b2026-08-12 83c0b5b 5,687 BA view · diff
git:20260812.cc6f2392026-08-12 cc6f239 5,669 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7293 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

renzrollon/interlock · 31 stars · license MIT · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wzi7x2orh2qaov3j
GET https://markdownregistry.com/api/v1/resolve?ref=renzrollon/interlock/graph
GET https://markdownregistry.com/api/v1/blob/eb8db01f7600d490d84205bad9ace2efe2fb2212a29bea111ccb0677332bf25d

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from renzrollon/interlock

CLAUDE.md@.claude CLAUDE.md file
renzrollon/interlock · .claude/CLAUDE.md
git:20261005.c72cac2 · audit A · 31 stars
bootstrap SKILL.md skill
renzrollon/interlock · skills/bootstrap/SKILL.md · Onboard a brownfield project into OpenSpec — analyze the existing codebase with parallel explorer agents, write an…
git:20261014.cb6313a · audit A · 31 stars
commit SKILL.md skill
renzrollon/interlock · skills/commit/SKILL.md · Create a single feature-level commit after a change is implemented. Reads the OpenSpec change artifacts to write a…
git:20260813.d91d702 · audit A · 31 stars
dispatch SKILL.md skill
renzrollon/interlock · skills/dispatch/SKILL.md · Route a request to the right interlock skill, after one batched pre-flight that loads git state, OpenSpec status, open…
git:20261014.cb6313a · audit A · 31 stars
docs-digest SKILL.md skill
renzrollon/interlock · skills/docs-digest/SKILL.md · Compress a repo's docs and OpenSpec specs into one token-dense, agent-only primer at .claude/graph/DOCS_DIGEST.md — the…
git:20260813.d91d702 · audit A · 31 stars
evals SKILL.md skill
renzrollon/interlock · skills/evals/SKILL.md · Author an Interlock eval case from an observed model-behaviour failure, and read a completed eval results run. Use when…
git:20261006.44860b1 · audit A · 31 stars
explain-code SKILL.md skill
renzrollon/interlock · skills/explain-code/SKILL.md · Explain code to a beginner in that stack — either a module walkthrough (what each function does, how calls link, where…
git:20260813.d91d702 · audit A · 31 stars
explore SKILL.md skill
renzrollon/interlock · skills/explore/SKILL.md · Deep codebase reconnaissance with parallel read-only investigators — fans out automatically when a question spans…
git:20260813.d91d702 · audit A · 31 stars
fix-tests SKILL.md skill
renzrollon/interlock · skills/fix-tests/SKILL.md · Discover and persist how a project's tests run, then run the suite and repair failures by root cause — clustering…
git:20261010.9d0a5c2 · audit A · 31 stars
manual-test-plan SKILL.md skill
renzrollon/interlock · skills/manual-test-plan/SKILL.md · Produce an expert-QA manual UI test plan from an OpenSpec change plus a git commit range — every touched file accounted…
git:20260813.d91d702 · audit A · 31 stars
mr SKILL.md skill
renzrollon/interlock · skills/mr/SKILL.md · Generate a merge-request or pull-request summary from the change artifacts and diff, then create or update it on…
git:20261013.a245480 · audit A · 31 stars
report SKILL.md skill
renzrollon/interlock · skills/report/SKILL.md · Read the indicator report over Interlock's three recorded corpora — outcome records, run trajectories, review metrics —…
git:20260904.96ef819 · audit A · 31 stars

Every file in renzrollon/interlock

Other files named graph

graph SKILL.md skill
yeachan-heo/oh-my-claudecode · skills/graph/SKILL.md · Deterministic orchestration graph runtime - declarative DAG pipelines with journal-based crash recovery
git:20260825.c5c86ab · audit A · 40,148 stars
graph SKILL.md skill
drafthq/draft · skills/graph/SKILL.md · Initialize or refresh the knowledge-graph snapshot for a repository. Ensures the codebase-memory-mcp engine is present…
git:20260819.fda278e · audit A · 40 stars
graph SKILL.md skill
constellation-works/orbit · crates/orbit-tools/tests/fixtures/plugins/graph-example/.orbit-plugin/skills/graph/SKILL.md · Leakage-safe file/symbol recommendations from verified change history. Fixture skill for the plugin.yaml v2 design…
git:20260927.e49423b · audit A · 14 stars
graph SKILL.md skill
naimkatiman/continuous-improvement · third-party/oh-my-claudecode/skills/graph/SKILL.md · Deterministic orchestration graph runtime - declarative DAG pipelines with journal-based crash recovery
git:20260906.bface5c · audit A · 9 stars
graph SKILL.md skill
hybridlabor-api/bdb-dev-optimized-agent-skills · plugins/bdb-aos-codex/skills/graph/SKILL.md · Run the startcycle-graph pipeline: durable state, repair loop, quality gate, escalation. Generated from…
git:20261002.78a30bb · audit A · 6 stars
graph SKILL.md skill
hybridlabor-api/aos · plugins/bdb-aos-codex/skills/graph/SKILL.md · Run the startcycle-graph pipeline: durable state, repair loop, quality gate, escalation. Generated from…
git:20261002.78a30bb · audit A · 6 stars
graph SKILL.md skill
zzoretich/unidex-agent-harness · plugin/skills/graph/SKILL.md · Structure questions about the vault through its knowledge graph — how two notes or projects connect, what sits around a…
git:20260923.e947631 · audit A · 4 stars
graph SKILL.md skill
zzoretich/unidex-agent-harness · codex-plugin/skills/graph/SKILL.md · Structure questions about the vault through its knowledge graph — how two notes or projects connect, what sits around a…
git:20260923.e947631 · audit A · 4 stars

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