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mockingbird777/README.md

mockingbird777 — local-first developer tools

Open-source tools for AI-agent security, observability, and code intelligence.
Local-first · useful in sixty seconds · designed for automation

Repositories · Ideas & feedback · Discussions

Start here: audit the automation your coding agent can execute

HookTripwire statically audits agent hooks, then HookGraph connects configuration to provable repository-local scripts and their findings—without executing a scanned command or uploading your configuration.

npx --yes github:mockingbird777/hooktripwire#v0.3.0 .claude .cursor .github/workflows --map-hooks

Open the interactive security lab → · Read the threat model · ☆ Star HookTripwire

Pick the tool for the question you have

I need to… Start with Result
review AI-agent hooks before they run HookTripwire terminal, JSON, SARIF, or HTML security findings
inspect which failed retries have recovery evidence SpanGarden a high-confidence Recovery Ledger with timing and usage evidence
estimate the blast radius of an edited file ArchLens affected importers and bounded shortest-path witnesses
find events that tend to precede a failure LogLoom bounded precursor candidates with support, lift, and timing
catch API access being silently broadened SpecSentinel security alternatives and OAuth scope changes in every report
assemble complementary agent capabilities Task2Tool marginal lexical coverage and explicit uncovered task terms

Open-source projects

Trace reverse change impact from edited files to affected importers, with deterministic shortest witnesses, explicit safety limits, and unmatched-input disclosure.

npx --yes github:mockingbird777/archlens#v0.3.0 . --impact src/core.ts -o report.html

Live report ↗ · Source / star

Surface candidate failure precursors from already-redacted, same-service event sequences, ranked by support and lift and clearly labeled as association—not causality.

npx --yes github:mockingbird777/logloom#v0.3.0 analyze app.log --precursors --html report.html

Live report ↗ · Source / star

Catch breaking changes and declared access broadening: anonymous alternatives, removed OAuth/OpenID scopes, and newly added weaker security choices.

npx --yes github:mockingbird777/specsentinel#v0.3.0 old.yaml new.yaml

Live report ↗ · Source / star

Compose complementary skills, prompts, MCP servers, and agents by marginal lexical coverage—then expose exactly which task terms remain uncovered.

npx --yes github:mockingbird777/task2tool#v0.3.0 compose "review and test this PR" --root ./agents

Live composer ↗ · Source / star

HookGraph traces statically provable local references from agent hook configuration to scripts and findings, with bounded traversal and explicit unknown paths.

npx --yes github:mockingbird777/hooktripwire#v0.3.0 . --map-hooks

Security lab ↗ · Source / star

Recovery Ledger identifies only high-confidence serial retries that end in a non-error span, preserving auditable attempt IDs, timing, tokens, and local cost evidence.

npx --yes github:mockingbird777/spangarden#v0.2.0 --demo

Live trace ↗ · Source / star

What I optimize for

  • Local-first analysis. Analyzed code, logs, traces, and API contracts are not uploaded to a hosted backend.
  • Fast time to value. Every project has a useful one-command path and realistic examples.
  • Automation without lock-in. Stable JSON output, meaningful exit codes, and CI-ready workflows.
  • Agentic systems with guardrails. Discover only what a task needs, inspect what automation may do, and explain what a run actually did.
  • Trustworthy internals. Deterministic algorithms, documented trade-offs, tests, and no mystery cloud service.

The sixty-second tour

# Map dependencies and cycles in the current repository
npx --yes github:mockingbird777/archlens#v0.3.0 . --impact src --output archlens-report.html

# Investigate a production log without uploading it
npx --yes github:mockingbird777/logloom#v0.3.0 analyze ./app.ndjson --precursors --html incident-report.html

# Protect an API contract in CI
npx --yes github:mockingbird777/specsentinel#v0.3.0 ./openapi.base.yaml ./openapi.next.yaml --format sarif

# Find the smallest useful set of agent capabilities for a task
npx --yes github:mockingbird777/task2tool#v0.3.0 compose "review and test a pull request" --root ./agents

# Audit AI-agent hooks before they execute
npx --yes github:mockingbird777/hooktripwire#v0.3.0 .claude .cursor .github/workflows --map-hooks

# Investigate an agent trace locally
npx --yes github:mockingbird777/spangarden#v0.2.0 ./trace.json --format html --output trace-report.html

Each repository includes examples, architecture notes, a security policy, contribution guidance, and a public roadmap. If a tool saves you time, a star helps more developers discover it. Bug reports and focused pull requests are very welcome.

Local-first by design · Open source under the MIT License

Pinned Loading

  1. hooktripwire hooktripwire Public

    Static AI-agent hook security audit with bounded config-to-script provenance—without executing scanned commands.

    TypeScript 1 1

  2. spangarden spangarden Public

    Local-first AI-agent trace analysis with a high-confidence Recovery Ledger for serial retry evidence.

    TypeScript 1 1

  3. task2tool task2tool Public

    Compose complementary local AI-agent capabilities with explainable lexical coverage and explicit gaps.

    TypeScript 1 1

  4. archlens archlens Public

    Map dependencies, cycles, hotspots, and potential change blast radius in one local-first CLI.

    TypeScript 1 1

  5. logloom logloom Public

    Privacy-first local log analysis with redaction, templates, anomalies, latency, and candidate failure precursors.

    TypeScript 1 1

  6. specsentinel specsentinel Public

    Catch OpenAPI breaking changes and security-sensitive contract drift before they ship.

    TypeScript 1 1