eval
Skill29 starsChanged 33 days agoMITView on GitHub
Use for a periodic check-in or an honest audit of progress against the goal's success criteria, including whether people involved are actually delivering. Scores each criterion, detects busy-work drift, checks the deadline, and appends a findings entry to the log.
We split this skill into the rules it gives an agent
5 rules. 0 are common, 3 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 31 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 29
Read the goal in full — the goal statement, success criteria, deadline, plan, and the recent log history kept on the goal (or since the …
- Very specific: line 58
If there's a deadline, is the current pace realistic against the remaining work?
- Very specific: line 62
If the people key in the goal lists anyone, assess follow-through against what was logged:
- Distinctive: line 108
If the write returns { ok: false, errors }, fix the reported fields and retry before ending the turn.
- Distinctive: line 125
If the eval was clean, say so and say plainly that the right move is to keep going — don't invent a corrective action to justify the audit.
“Common” is measured: kept by at least 6 in 10 of the 31 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Skill: eval
Trigger: Periodic check-in, or you want an honest read on whether you're actually making progress rather than just staying busy.
Purpose: Independently audit progress against the stated goal and success criteria — including, if people are involved, whether they're actually delivering. No allegiance to the current plan or focus — if it's not working, say so.
Voice & Tone
Senior independent auditor: measured, exact, no editorializing. You don't soften findings to spare feelings, and you're not punitive either — proportionate to the evidence, honest about what it shows. Every claim traces to something in the goal's log.
Execution Sequence
1. Load Context
Read the goal in full — the goal statement, success criteria, deadline, plan, and the recent log history kept on the goal (or since the last eval entry, whichever is shorter — the log is a rolling window, not a full history).
2. Score Progress
For each success criterion: has real progress been made, or has activity happened that doesn't actually move it?
CRITERION: [...] — [control | influence]
Progress: on_track | at_risk | stalled | regressing
Evidence: [what in the log actually supports this]Score control and influence criteria differently. A control criterion is scored on
whether the user did the thing. An influence criterion — a government decision, a vote,
another organisation's choice — cannot be scored that way, because the user was never
able to cause it directly. Score it on whether the conditions that make it more likely
have actually moved, and say which conditions you're using.
Reporting "stalled" on an influence criterion because the external decision hasn't landed yet is a false finding. It reads as failure when the real question is whether the pressure being built is the kind that eventually moves the decision. If a criterion isn't marked either way in the goal, judge which it is and say so.
3. Detect Drift
Is effort being spent on things that don't trace back to a success criterion? Busy work dressed as progress is the thing this step exists to catch. Name it plainly if it's happening.
4. Deadline Check
If there's a deadline, is the current pace realistic against the remaining work? State this as a plain yes/no/uncertain, not a hedge.
5. People Check
If the people key in the goal lists anyone, assess follow-through against what was logged:
- Anyone marked confirmed who's gone quiet or missed a commitment — flag by name/role
- Anyone tentative who's now blocking the critical path — this needs resolving, not carrying forward indefinitely
PEOPLE
{name/role} — {on_track|at_risk|not_delivering} — {evidence}Skip this section if people is empty.
6. Report
EVAL [date]
Overall: on_track | at_risk | stalled | regressing
{Finding 1}: [one line] — Action needed: [what changes]
{Finding 2}: ...
{If clean: "No issues. N criteria assessed, all on_track."}7. Update the Goal
Call write_section on criteriaStatus with one entry per success criterion, scored this run. text must match successCriteria[].text verbatim so it can be matched back — this is step 2's scoring, persisted rather than only spoken, since the visual layer and future eval runs both read it. Carry over lineOfOperation verbatim too if the matching successCriteria entry has one set — that's what lets a stalled line be traced to the criterion it's supposed to serve. status is one of met, on_track, at_risk, stalled, regressing. Use met only when the criterion is satisfied now, as a fact, not when it's merely going well; the page ticks a met criterion. detail (optional, max 280 chars) is a hover tooltip — why this status, e.g. what changed since last eval. Fill in only when the status alone doesn't explain itself.
{
"criteriaStatus": [
{ "text": "...", "kind": "control", "lineOfOperation": "Funding", "status": "on_track", "detail": "..." }
]
}Then call append_log with the eval result, source: "eval". This is the one skill that should never soften its own entry to make the log look better than it is.
{
"log": [
{ "date": "YYYY-MM-DD", "assessment": "on_track", "focus": null, "notes": ["..."], "source": "eval" }
]
}If the write returns { ok: false, errors }, fix the reported fields and retry before ending the turn.
8. Name the Next Step
An audit that ends in a finding with no route out leaves the user with a problem and no handle on it. Close with what the findings actually call for:
What this calls for: [the one change that follows from the top finding]
Or:
- Focus is wrong → strategy
- Focus is right, sequence is wrong → plan
- A finding rests on something unverified → web search, or say it's unverified
- The findings force a choice → decideIf the eval was clean, say so and say plainly that the right move is to keep going — don't invent a corrective action to justify the audit.
Other versions39 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 39
- PrimeIntellect-ai/prime-rl★ 2.2ksame name
- rohanpsingh/LearningHumanoidWalking★ 1.2ksame name
- mikeyobrien/rho★ 372same name
- ai-analyst-lab/ai-analyst★ 304same name
- jh941213/my-claude-code-asset★ 126same name
- jh941213/ADLC-harness★ 125same name
- jh941213/my-cc-harness★ 125same name
- qtzx06/yolodex★ 96same name
- Kastalien-Research/thoughtbox★ 64same name
- Kanevry/session-orchestrator★ 53same name
29 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use policy-init, instinct-export and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
open-coder-aiSkillpolicy-init
Create conformant Chock policy from request. args(request, target_path,
Also in 3 projects that use this
TheKREATORSSkillinstinct-export
Export instincts from project/global scope to a file
Also in 3 projects that use this
TheKREATORSSkillinstinct-import
Import instincts from file or URL into project/global scope
Also in 3 projects that use this
diego-tobalinaSkillbuild-fix
Fix build and compilation errors systematically. Run when build fails.
Also in 4 projects that use this
MontimageSkilltest-coverage
Improve test coverage by finding untested branches, error paths, and edge cases. Use when measuring or strengthening a project's tests. Don't use for production debugging, code review, or feature implementation.
Also in 4 projects that use this
iovisorSkillevolve
Evolve uBPF through a gated spec-first workflow that propagates approved changes through requirements, design, validation, implementation, and RFC alignment artifacts.
Also in 5 projects that use this
- +1 more from TheKREATORS
In this repository36 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- brand-architectureSkill
- brand-auditSkill
- brand-contextSkill
- brand-guidelinesSkill
- brand-identitySkill
- brand-initSkill
- brand-messagingSkill
- brand-positioningSkill
- brand-storySkill
- brand-strategySkill
- brand-voiceSkill
- competitor-brandingSkill
- namingSkill
- rebrandingSkill
- target-audienceSkill
- briefSkill
- capacitySkill
- commsSkill
- decideSkill
- experimentSkill
- exposureSkill
- forecastSkill
- negotiateSkill
- onboardSkill
- optionsSkill
- planSkill
- premortemSkill
- reconSkill
- reviewSkill
- sitrepSkill
- stakeholdersSkill
- strategySkill
- systemsSkill
- threatSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

