Hook-based repo context continuity for coding agents.
Project description
repo-context-hooks
Agent-level continuity skill for coding agents.
Coverage gate enforced at 80% today; ratchet to 85% tracked in #92.
repo-context-hooks is an agent-level skill that keeps interrupted work and handoff notes alive across sessions — saving roughly 600 tokens of re-explanation and ~5 minutes of cold-start time on every resumed session, all measured locally. Install once to agent home — every workspace you open picks it up automatically.
The goal: a new agent session should start with full project context without rediscovering everything from scratch.
Privacy: all telemetry is written to local JSONL files; nothing is uploaded. See TELEMETRY.md.
Install
# 1. Install the package and wire the hooks
pip install repo-context-hooks
repo-context-hooks install --platform claude
# 2. Confirm the plumbing — synthesises a hook event end-to-end and
# prints a receipt. Exits 0 healthy, 1 broken, 2 cold-start.
repo-context-hooks verify --platform claude
# 3. Measure your continuity score on the current repo
repo-context-hooks measure --repo-root .
That's the full install. Hooks write to ~/.claude/settings.json and activate in every workspace from that point on.
If verify exits non-zero, see the Troubleshooting page — six documented failure modes with reproductions and fixes. Render a local HTML dashboard any time with repo-context-hooks measure --open for token, cost, and cold-start-time numbers from your evidence log.
Impact
Every resumed session ships ~4,500 tokens of repo context (specs/README.md, AGENTS.md, UBIQUITOUS_LANGUAGE.md) into the agent so it doesn't re-derive state from scratch. The numbers below are estimates the tool computes from your local evidence log:
| Per resumed session | Estimate |
|---|---|
| Tokens injected | ~4,500 |
| Tokens saved (vs. cold rediscovery) | ~600 |
| Cost saved at Claude Sonnet $3/M input | ~$0.0018 |
Cold-start time saved per PostCompact |
~5 min |
Run repo-context-hooks measure to see your own numbers. All metrics are computed locally; no data leaves your machine.
Verify release integrity
gh attestation verify repo-context-hooks-X.Y.Z-py3-none-any.whl --repo narendranathe/repo-context-hooks
Need per-repo hooks too?
repo-context-hooks install --platform claude --also-repo-hooks
Zero runtime dependencies
pip install repo-context-hooks pulls only the Python standard library at runtime - pyproject.toml declares dependencies = []. The package installs nothing into your project's import graph; hooks run inside the agent's own runtime (Claude Code, Codex, Cursor, etc.) and read checked-in workspace files. Optional development tooling (pytest, ruff, black, mypy) lives under the [dev] extras and is never installed for end users.
Set Up a Workspace Contract (per-repo)
repo-context-hooks init # scaffold specs/README.md, UBIQUITOUS_LANGUAGE.md
repo-context-hooks doctor # verify contract health
repo-context-hooks recommend # suggest next steps
doctor answers "is this workspace contract healthy?" recommend answers "what should the agent do next?"
Write Session Decisions Back
The checkpoint command lets the agent record what was built and decided directly into specs/README.md. This is the semantic layer on top of the automated hook checkpoints.
repo-context-hooks checkpoint --message "Built X. Decided Y because Z. Next: W."
Entries are written to the ## Session Log section of specs/README.md with a timestamp and branch name. The format that works best:
Built: JWT refresh endpoint + migration 0014. Decided: Redis over DB for refresh tokens — DB showed 3x latency under load. Reverted: DB-backed approach (latency spike). Next: wire validation into auth middleware.
Fields:
- Built: what was shipped or committed
- Decided: key choices and rationale
- Reverted/failed: dead ends so the next agent does not repeat them
- Next: the exact next task
The context-handoff-hooks skill instructs the agent to run this command at PreCompact and SessionEnd so decision history accumulates automatically across sessions.
Other Platforms
repo-context-hooks install --platform codex
repo-context-hooks install --platform cursor
repo-context-hooks install --platform replit
repo-context-hooks install --platform windsurf
repo-context-hooks install --platform lovable
repo-context-hooks install --platform openclaw
repo-context-hooks install --platform ollama
repo-context-hooks install --platform kimi
Why Agent-Level, Not Repo-Level
Coding sessions rarely fail because the model forgot a fact. They fail because useful state of the work never survived the session boundary.
The old approach (install a hook per repo) means every new workspace starts from zero. The right approach is a skill installed once at agent home that activates in every workspace and uses checked-in repo files as its persistence layer.
repo-context-hooks brings the same model as superpowers and caveman: install once to the agent runtime, works everywhere.
- Agent skill: fires on
SessionStart,PreCompact,PostCompact,SessionEnd - Workspace contract:
specs/README.md(engineering memory),README.md(product intent),UBIQUITOUS_LANGUAGE.md(shared terms) - Telemetry: local JSONL events so
repo-context-hooks measurecan verify hooks actually fired
Scope
Today: repo-context-hooks runs at single-developer scope. Each developer has their own local telemetry on their own machine; there is no shared team aggregation. The hooks work the same whether you are solo or one of fifty engineers each running them locally.
Roadmap: team aggregation (shared event streams, multi-seat dashboards) is tracked in #26. If your team needs this, leave a +1 on that issue.
How It Works
- Agent skill loads at session start and reads workspace contract from repo
- Captures tactical state into
specs/README.mdbefore compact or handoff - Reloads from repo state at next session start - not from fragile session memory
- Leaves the next session a cleaner handoff than the one inherited
Supported Platforms
| Platform | Support | Notes |
|---|---|---|
| Claude | native |
Full lifecycle hooks, session transitions, continuity checkpoints |
| Codex | partial |
Repo-native continuity via AGENTS.md; install_global_hooks() writes marker to ~/.codex/settings.json |
| Cursor | partial |
Repo contract and instruction surfaces; no Claude-style lifecycle parity |
| Replit | partial |
replit.md and repo contract; no native lifecycle hooks |
| Windsurf | partial |
Root AGENTS.md and .windsurf/rules; no native lifecycle hooks |
| Lovable | partial |
Repo knowledge exports plus AGENTS.md; requires manual UI steps |
| OpenClaw | partial |
SOUL.md, USER.md, TOOLS.md, AGENTS.md; requires manual workspace config |
| Ollama | partial |
Modelfile.repo-context for local-model workflows |
| Kimi | partial |
Root AGENTS.md for Kimi Code CLI; no generic API or lifecycle hooks |
See docs/platforms.md for the full support matrix.
Readiness and Recommendations
repo-context-hooks doctor --all-platforms
repo-context-hooks recommend
For scripts and CI:
repo-context-hooks platforms --json
repo-context-hooks doctor --json
repo-context-hooks recommend --json
repo-context-hooks measure --json
Prove Impact
repo-context-hooks measure # CLI summary
repo-context-hooks measure --open # rich browser dashboard
repo-context-hooks measure --snapshot-dir docs/monitoring
repo-context-hooks measure --forecast # 30-day projection
repo-context-hooks measure --branches # per-branch score table
repo-context-hooks measure --clean-ghosts # prune test-run dirs (dry-run safe)
repo-context-hooks measure --badge-out docs/badge.svg
Share Your Results
repo-context-hooks measure export # shareable markdown report (stdout)
repo-context-hooks measure export --format json # machine-readable JSON
repo-context-hooks measure export -o report.md # write to file
Paste the output directly into a LinkedIn post, pull request description, or README as adoption evidence:
## repo-context-hooks Impact Report - my-repo
| Metric | Value |
|--------|-------|
| Contract score | 90 / 100 |
| Continuity uplift | +70 |
| Hook events recorded | 104 |
| Sessions instrumented | ~48 |
| Lifecycle coverage | 100% |
| Tokens injected | ~237,000 |
*Source: local operational telemetry - no source code, prompts, or personal data.
Generated by [repo-context-hooks](https://github.com/narendranathe/repo-context-hooks).*
Run a Before/After Experiment
Capture your contract score before wiring up hooks and again after to measure the delta as concrete evidence of impact.
repo-context-hooks measure experiment start # snapshot before score
# ... install hooks, run a few sessions ...
repo-context-hooks measure experiment finish # compare and print the delta
repo-context-hooks measure experiment status # check if an experiment is in progress
Then run measure export to share the results.
Badge
The badge shows three sections: label | score | lifecycle coverage%. Coverage turns green at 75%+, yellow at 25-74%, red below 25%.
repo-context-hooks measure --badge-out docs/badge.svg

Live telemetry (this repo, v0.6.0)
measure compares the current repo contract score against an estimated no-continuity baseline and shows token savings, lifecycle health, and branch drift in one view.
| Metric | Value |
|---|---|
| Contract score | 90 / 100 |
| Baseline without hooks | 20 / 100 |
| Continuity uplift | +70 points |
| Hook events recorded | 85 |
| Sessions instrumented | ~48 |
| Active days | 2 |
| Lifecycle coverage | 25% (session-start firing; session-end populates after longer sessions) |
| Branches monitored | 3 — main, feat/telemetry-reliability, feat/agent-level-skill-runtime |
| Tokens injected | ~237,000 (4,950 tok/session × 48 sessions) |
| Est. tokens saved | ~28,800 (30% of sessions skip 2,000-tok re-orientation) |
| Est. cost saved | ~$0.09 at current scale ($3/M input, Claude Sonnet) |
| Engineering memory | 11 sections across specs/README.md |
At 30-day scale (~50 sessions/day): ~72,000 tokens saved/day, ~$65/year per developer.
- Monitoring view: docs/monitoring/index.html
- Time-series data: docs/monitoring/history.json
Remote telemetry is not enabled. Any future community metrics require explicit opt-in per docs/telemetry-policy.md.
See TELEMETRY.md for what is collected locally and how to opt out.
Telemetry Visibility
| Surface | What it shows | How to use it |
|---|---|---|
| Impact monitor | Score, uplift, tokens injected, lifecycle ring, branch health, forecast | measure --open or open from GitHub Pages |
| History JSON | Time-series score, daily events, usability metrics, branch scores, forecast | Import into Observable Plot, Vega-Lite, DuckDB |
| Local dashboard | Private full-detail view with branch + forecast panels | repo-context-hooks measure --open |
| Public snapshot | Sanitized version for README or docs site | repo-context-hooks measure --snapshot-dir docs/monitoring |
Manage consent
Remote telemetry is disabled by default. Use these commands to inspect, preview, or change the consent state.
repo-context-hooks telemetry status # show current consent state
repo-context-hooks telemetry preview # preview what would be sent (nothing is sent)
repo-context-hooks telemetry enable # opt in to remote community metrics
repo-context-hooks telemetry disable # opt out
The preview command shows the exact payload before you decide. No data leaves your machine until you run enable and confirm.
Concrete Stories
Interrupted Task Recovery
A compact event lands in the middle of a bugfix. The useful checkpoint is written back into the repo so the next session can resume with context instead of re-explaining the problem.
Before and After Handoffs
Without a checked-in continuity contract, teams repeat themselves. With one, the next session can reopen the repo and keep moving.
- Session decision capture -
repo-context-hooks checkpoint --message "..."writes decisions, rationale, and next steps directly intospecs/README.mdSession Log; the skill now gives concretePreCompactandSessionEndwrite-back instructions instead of vague guidance - Session Log section -
specs/README.mdworkspace contracts now scaffold a## Session Logfor agent-written entries, keeping it separate from the automated## Session Checkpoints - Richer automated checkpoints -
pre-compact/session-endhook checkpoints now include the last 3 git commits alongside the changed-file list
What's New in v0.6.0
- Shareable export -
measure exportprints a redacted markdown or JSON impact report you can paste directly into a LinkedIn post, README, or PR description - Before/after experiment -
measure experiment start/finish/statuscaptures your contract score before and after wiring up hooks so you have a real delta as evidence - Telemetry consent layer -
telemetry status/preview/enable/disable- remote telemetry stays off by default;previewshows the exact payload before you decide - Sampling gate fix -
is_sampled()now bypasses stale file cache; deterministic rates (>=1.0 always True, <=0.0 always False) so lifecycle coverage reflects reality - Session duration tracking -
avg_session_duration_minutesnow populates from session-end events - ROI metrics - dashboard adds "Cold starts prevented (est.)" and "Week-1 uplift" cards
See CHANGELOG.md for full history.
See Also
- Platform support
- Engineering memory
- Ubiquitous language
- Architecture
- Monitoring and impact evidence
- Telemetry policy
- Competitive analysis
- Minimal repo example
- Multi-project example
- CHANGELOG
Development
pip install -e ".[dev]"
python -m pytest -q
Pull requests are welcome when they make the repo contract clearer, more durable, or easier to adopt without widening the product claims beyond what the implementation supports.
Maintainer status
This project is solo-maintained by @narendranathe.
- Issue response window: best-effort within 7 days
- PR review window: best-effort within 14 days
- Security reports: handled on the SECURITY.md timeline (acknowledgement within 7 days, initial assessment within 14 days)
- Active development cadence: see CHANGELOG.md
If a thread goes quiet past these windows, please bump the issue or PR - it has not been ignored, only deprioritized against day-job load.
Stability
repo-context-hooks follows SemVer 2.0.0 starting at the 1.0.0 release. The public surface — console scripts, CLI subcommands, documented flags, REPO_CONTEXT_HOOKS_* env vars, and the file locations of events.jsonl and settings.json writes — will not break across a 1.x → 1.y bump without first being deprecated for at least one full MINOR cycle.
- Stability contract — full list of stable vs internal surfaces
- Deprecation policy — how we remove things from the surface above
The contract is enforced in CI by scripts/check_public_surface.py, which compares the running package against the snapshot in tests/contract/public_surface.json. A removal that does not follow the deprecation policy fails the build.
License
MIT
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