self-iteration SKILL.md skillA
self-iteration from fairladyz625/harness-anything is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fairladyz625/harness-anything/self-iteration@git:20261026.06196eaPins git:20261026.06196ea in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fairladyz625/harness-anything
- Path
skills/self-iteration/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261026.06196ea, committed Oct 26, 2026
- Size
- 8,038 bytes
- Repository stars
- 233
- License
- AGPL-3.0
Turn one delivery into a bounded, evidence-backed proposal to change your own instructions, prompts, skills, or tool scripts — including what to delete. Use at the end of a delivery turn, or when the owner resumes a delivered Agent with "how would you do better next time / what tool would you give yourself / what should we change in your skill or prompt".
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
# Self-iteration You are not being asked for a retrospective essay. You are being asked for a **diff proposal** against your own declaration, with the evidence of this one dispatch behind it, and with the deletions it costs. A proposal that only adds is rejected. ## When this runs - **Inside the delivery, before you submit.** Write the proposal while your round still holds the lease, then let `ha task submit` carry it. This is the only moment _you_ can run it: once the cut is submitted, a task-bound implementation dispatch to the same task is refused (`execution_frozen`), and once the task is `done` there is no lease to dispatch under at all. A proposal written after submit would never be produced, so treat this as a closeout step and not a postscript. - **Owner resumption while the round is live.** If the owner resumes your dispatch (`ha agent run <agent-id> --resume-dispatch <dispatch-id> --prompt "<question>"`) before the cut is submitted, answer with the same format below. - **Periodic review.** A read-only Schedule occurrence (or a `permissionMode: read-only` Agent, which is the one identity admitted against a frozen submitted cut) reviews your recent …
Read the whole file at its exact version.
How to install
mdr add fairladyz625/harness-anything/self-iteration@sha256:0c5e3d90e5322f8fThe line at the top of this page pins the label git:20261026.06196ea, 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.
[](https://markdownregistry.com/a/art_xzk3luxabybcf7yz)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 26, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8038 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
fairladyz625/harness-anything · 233 stars · license AGPL-3.0 · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xzk3luxabybcf7yz GET https://markdownregistry.com/api/v1/resolve?ref=fairladyz625/harness-anything/self-iteration GET https://markdownregistry.com/api/v1/blob/0c5e3d90e5322f8f21a654bd217f477504feddc2ed89143a0b76d29ae4bda87e
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.