.md file to compare - side-by-side diff against commitment-audit
commitment-audit
description: "Triggers on prompt mention of 'commitment-audit'."
What it does for you
Checks what you promised against what actually got delivered.
What it produces
A recent result, so you can see the kind of work it returns.
loading…
How to get it
These run inside the Snappy workspace. Want this working in your business? I set skills like this up with you, in one focused week.
For developers how this skill is built, graded, and how it runs
at a glance- the short version
what's inside - the parts that make up a skill 2/4 present
A skill is just a few plain-text files. Only the main one is required. The rest are optional, added as the work needs them. This is what the skill is made of; how it runs is just below.
state/skills/commitment-audit/SKILL.md
present
state/lib/commitment-audit.ts
not present
state/bin/commitment-audit/
not present
state/skills/commitment-audit/AGENTS.md
present
how it's graded - what counts as a good run 4 criteria · 2 deterministic · 2 judge
Each row is one thing a good run has to get right. deterministic means a quick check decides, pass or fail. judge means the AI reads the result and rates it. Grading each piece on its own (instead of one overall score) shows exactly where a run fell short, so the fix is obvious.
how it runs - the shared frame every skill uses 3/5 present
Every skill runs the same way. One part does the work, a separate part checks it, and a short loader hands the AI exactly what it needs for the job. Anything this skill doesn't use shows a one-line note saying why, on purpose, not by accident.
state/log/evals.ndjson - ALWAYS cache per-repo HEAD hash and skip unchanged repos — git log across 10+ client repos is slow
- ALWAYS surface BOTH orphaned (promised, no delivery) AND silent_shipped (delivered, never told the client) — silent ships are as bad as orphans
- 0.5 is a valid score when there's nothing to audit — empty output is not a failure
- Fuzzy-match is keyword overlap (Jaccard-style), NOT semantic — tune threshold per repo if it under-matches
what it has learned - fixes written back in over time sample
When a run hits something this skill didn't handle, the fix gets written back into the skill so it doesn't happen again. FIXED means it was corrected on the spot. LOGGED means it's queued for a bigger rewrite. Either way, the skill gets a little better and never makes the same mistake twice.
- Loading feedback rows…
how the work flows- step by step
load Krisp action-items, parallel git-log across `~/projects/snappy-client-*`, fuzzy-match against commits + Xano timestamps, write `state/log/commitment-audit/<date>.md`
shape-gate; `score: orphaned + silent_shipped > 0 ? 1.0 : 0.5` (0.0 only on shape failure)
SKILL.md- the skill, written out in plain English
Backed by: state/lib/sweep.ts + state/lib/xano.ts
commitment-audit
Reads ray-todo + sweep snapshot + git log across active client repos. For each open commitment, checks whether a matching commit or Xano row exists. Flags orphans (promised, no delivery) and silent-ships (delivered, never told the client).
Steps
- Load open commitments from
~/.claude/cache/krisp/action-items.json. git log --since="$since"across~/projects/snappy-client-*repos.- For each commitment, fuzzy-match commit message keywords + Xano
row-created timestamps.
- Emit
{orphaned, silent_shipped, matched}triage to
state/log/commitment-audit/<date>.md.
Eval
score("commitment-audit", run_id, {
score: orphaned.length + silent_shipped.length > 0 ? 1.0 : 0.5,
orphaned: orphaned.length,
silent_shipped: silent_shipped.length,
matched: matched.length,
});
0.5 for empty output (valid - nothing to audit). 1.0 when surfaces a real triage item. 0.0 on shape failure.
Gotchas
- git log across 10+ client repos is slow; cache per-repo HEAD hash and
skip unchanged ones.
- Fuzzy match is keyword overlap, not semantic - tune threshold per repo.
Rubric
criteria:
- name: output_file_present
kind: deterministic
check: "The file 'state/log/commitment-audit/<date>.md' exists after execution."
- name: output_file_format
kind: judge
check: "The content of 'state/log/commitment-audit/<date>.md' clearly separates 'orphaned', 'silent_shipped', and 'matched' items as specified."
- name: commit_xano_check_performed
kind: judge
check: "The output in 'state/log/commitment-audit/<date>.md' demonstrates an attempt to match commitments against both git commits and Xano rows."
- name: eval_score_correctness
kind: deterministic
check: "The `eval` score reflects `orphaned.length + silent_shipped.length > 0 ? 1.0 : 0.5` based on the content of 'state/log/commitment-audit/<date>.md'."AGENTS.md- what the AI loads when this skill comes up
commitment-audit - loader
Per-turn rules for the commitment-audit skill. Full reference: state/skills/commitment-audit/SKILL.md. Do not skip these.
Critical Rules
- ALWAYS cache per-repo HEAD hash and skip unchanged repos -
git logacross 10+ client repos is slow - ALWAYS surface BOTH orphaned (promised, no delivery) AND silent_shipped (delivered, never told the client) - silent ships are as bad as orphans
- 0.5 is a valid score when there's nothing to audit - empty output is not a failure
- Fuzzy-match is keyword overlap (Jaccard-style), NOT semantic - tune threshold per repo if it under-matches
Commands
| ui dashboard | state/skills/commitment-audit/resources/ui.openui | |invoke: load Krisp action-items, parallel git-log across ~/projects/snappy-client-*, fuzzy-match against commits + Xano timestamps, write state/log/commitment-audit/<date>.md |verify: shape-gate; score: orphaned + silent_shipped > 0 ? 1.0 : 0.5 (0.0 only on shape failure) |eval log: state/log/evals.ndjson (skill: "commitment-audit")
OpenUI Resource
- Skill-owned OpenUI Lang resource:
state/skills/commitment-audit/resources/ui.openui. Read it before rendering or editing this skill's generated component surface. - Treat this resource as a first-class artifact of the skill, not a generic chat response. Improve it when the skill's user-facing output needs to become richer.
- System resources compose OpenUI primitives and inherit SnappyChat tokens. Use
ui_contract: brandedin SKILL.md only for deliberate platform or client visuals.
Known Pitfalls
- Per-repo Jaccard threshold drift - what works for
snappy-client-raymay under-match forsnappy-client-orbiter. Tune per repo, not globally. - Krisp action-items cache lives at
~/.claude/cache/krisp/action-items.json- refresh it viastate/bin/krisp/refresh.shbefore audit if stale - Silent-ship detection is the load-bearing surface - if you're tempted to drop it because output looks redundant, don't (memory: feedback_audit_before_push)
Self-Test
An agent reading this should correctly:
- [ ] Skip an unchanged repo via HEAD-hash cache rather than re-running git log
- [ ] Score an empty audit at 0.5, not 0.0
- [ ] Surface silent-ships even when orphans is empty
Self-report
If this loader fell short, append a line:
echo "[$(date -u +%FT%TZ)] commitment-audit: <what was missing>" >> state/log/loader-feedback.log
<!-- kernel-ok: historical attribution for the PID-loader pattern. -->
Self-correcting loader (PID feedback)
This is the rule that makes loaders learn. Ported from snappy-kernel, where it demonstrably worked: the snappy-dom-cartographer skill mapped Skool admin UI once, every later ship-agent inherited the full map for free.
Before you finish, do two things:
1. Fix gaps (P - proportional). MANDATORY. If this loader didn't cover your case - if you had to read another file, run an undocumented command, work around a wrong selector, or discover a quirk - you MUST attempt an Edit to this AGENTS.md before you log.
- Default action: edit this file. Surgical. Add the missing line, table
row, or code example where it belongs. No restructuring.
- Only
LOGGEDis allowed when: the fix needs >10 lines, spans multiple
files, or requires a structural rewrite. In that case the state/regen/drain.sh queue picks it up asynchronously.
- "I didn't have time" / "it's minor" / "the next agent will figure it out"
are NOT valid reasons. Minor gaps compound - that's the whole point of this loop.
- Concrete example of a valid P-fix: discover
agent-browser screenshot
takes path positionally not as --output <path>. One line in a table. Edit it in. Do not just log it.
- The goal: the next agent never has to leave the loader.
2. Log the result.
echo "[$(date -u +%FT%TZ)] commitment-audit: <what was missing or fixed> [FIXED|LOGGED]" >> state/log/loader-feedback.log
FIXED= you patched this loader inline (P-fix).LOGGED= too large for inline; the PostToolUse enqueue + Stop-hook drain
will rewrite the loader from scratch on next session-end.
Do not skip this. Every agent run must leave the system better than it found it. The loader is the setpoint; you are the sensor; the gap is the error signal; closing the gap is the correction.
api.ts- the code it can call
⚠ no api.ts - this skill has no typed action surface
scripts- helper scripts it can run
prose-only skill - 2 inline code blocks live in SKILL.md above (no state/bin/ sidecar yet).
how we check it- the checks, plus the last 10 runs
| timestamp | verb | score | primary_issue | artifact |
|---|---|---|---|---|
| 2026-04-25 04:11Z | - | 1.00 | - | - |
| 2026-04-21 15:58Z | - | 1.00 | - | - |
| 2026-04-21 15:56Z | - | 1.00 | - | - |
| 2026-04-21 03:53Z | - | 1.00 | - | - |
| 2026-04-16 17:49Z | - | 0.85 | - | - |
| 2026-04-16 17:49Z | - | 1.00 | - | - |
| 2026-04-25 04:11Z | - | 1.00 | - | - |
| 2026-04-21 15:58Z | - | 1.00 | - | - |
| 2026-04-21 15:56Z | - | 1.00 | - | - |
| 2026-04-21 03:53Z | - | 1.00 | - | - |